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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.
FGL2 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
5.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
43.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
35.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
22.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
22.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
13.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
11.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
5.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
4.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
3.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
2.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 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.
FGL2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
217.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
166.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
152.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
121.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
120.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
113.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
106.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
98.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
97.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
94.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
93.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
91.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
89.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
86.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
86.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
83.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
83.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
81.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
80.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
80.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
78.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
77.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
75.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
74.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
73.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
71.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
70.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
69.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
68.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
68.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
66.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
66.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
66.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
65.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
64.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
63.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
63.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
62.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
61.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
61.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
61.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
61.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
60.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
60.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
60.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
59.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
59.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
58.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
58.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
58.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
57.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
56.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
55.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
55.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
55.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
54.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
54.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
54.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
54.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
52.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
52.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
51.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
50.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
50.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
50.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
49.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
49.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
49.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
48.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
47.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
47.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
47.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
46.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
46.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
46.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
45.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
45.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
45.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
45.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
44.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
44.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
44.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
44.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
44.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
43.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
43.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
42.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
42.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
42.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
42.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
42.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
42.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
41.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
41.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
41.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
40.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
40.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
40.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
40.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
40.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
40.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
40.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
40.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
39.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
39.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
39.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
39.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
39.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
39.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
38.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
38.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
38.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
38.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
38.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
38.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
38.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
38.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
38.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
38.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
37.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
37.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
37.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
37.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
37.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
37.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
37.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
36.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
36.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
36.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
36.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
35.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
35.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
35.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
35.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
35.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
35.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
35.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
35.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
35.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
35.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
35.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
35.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
34.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
34.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
34.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
34.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
34.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
34.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
34.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
33.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
33.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
33.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
33.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
33.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
33.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
33.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
33.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
33.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
33.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
32.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
32.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
32.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
32.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
32.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
32.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
32.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
32.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
32.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
31.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
31.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
31.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
31.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
31.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
31.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
30.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
30.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
30.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
30.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
30.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
30.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
30.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
30.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
30.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
30.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
30.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
30.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
30.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
30.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
30.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
29.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
29.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
29.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
29.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
29.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
29.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
29.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
29.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
29.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
29.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
29.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
29.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
29.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
28.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
28.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
28.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
28.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
28.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
28.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
28.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
28.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
28.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
28.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
28.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
28.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
28.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
27.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
27.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
27.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
27.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
27.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
27.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
27.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
27.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
26.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
26.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
26.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
26.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
26.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
26.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
26.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
26.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
25.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
25.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
25.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
25.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
25.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
25.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
25.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
25.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
25.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
24.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
24.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
24.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
24.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
24.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
24.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
24.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
24.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
24.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
24.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
24.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
24.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
23.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
23.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
23.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
23.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
23.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
23.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
22.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
22.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
22.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
22.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
22.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
21.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
21.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
21.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
21.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
21.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
21.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
21.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
21.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
21.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
21.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
21.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
21.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
21.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
21.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
20.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
20.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
20.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
20.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
20.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
20.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
19.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
19.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
19.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
19.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
19.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
19.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
19.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
19.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
19.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
19.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
19.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
18.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
18.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
18.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
18.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
18.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
18.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
18.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
18.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
18.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
18.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
18.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
17.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
17.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
17.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
17.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
17.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
16.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
16.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
16.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
16.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
16.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
15.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
15.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
15.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
15.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
15.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
14.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
14.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
14.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
14.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
13.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
13.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
13.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
12.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
12.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
10.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
9.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
9.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
9.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
9.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
9.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
8.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
8.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
8.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
7.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
6.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
4.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
4.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
4.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
4.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
3.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
3.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 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.
FGL2 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
49.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
192.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
146.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
138.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
124.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
118.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
113.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
112.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
107.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
98.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
98.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
97.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
95.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
88.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
88.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
87.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
80.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
78.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
76.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
72.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
71.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
69.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
65.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
62.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
62.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
59.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
56.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
54.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
54.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
53.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
52.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
52.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
52.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
51.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
51.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
51.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
50.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
49.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
49.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
48.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
48.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
46.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
46.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
45.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
44.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
44.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
44.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
44.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
43.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
42.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
42.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
42.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
41.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
41.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
39.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
39.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
38.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
38.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
37.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
36.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
35.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
34.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
34.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
34.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
33.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
33.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
32.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
32.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
30.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
29.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
28.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
28.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
27.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
25.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
25.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
24.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
18.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
16.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
16.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
15.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
15.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
9.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
5.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
FGL2 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
18.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
716.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
541.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
318.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
248.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
160.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
144.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
127.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
117.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
105.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
100.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
98.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
70.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
66.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
55.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
44.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
41.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
38.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
38.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
32.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
30.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
29.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
29.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
27.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
26.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
26.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
25.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
25.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
24.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
24.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
24.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
24.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
22.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
22.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
20.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
19.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
18.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
18.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
18.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
17.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
17.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
17.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
17.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
16.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
16.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
16.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
15.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
14.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
13.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
13.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
13.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
12.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
12.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
11.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
11.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
11.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
11.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
11.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
11.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
10.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
10.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
10.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
10.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
10.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
10.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
9.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
9.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
9.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
9.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
9.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
9.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
9.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
9.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
9.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
8.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
8.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
8.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
8.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
7.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
7.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
7.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
7.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
7.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
7.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
7.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
7.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
7.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
6.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
6.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
6.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
6.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
6.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
6.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
6.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
6.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
6.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
6.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
6.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
6.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
6.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
5.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
5.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
5.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
5.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
5.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
5.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
5.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
5.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
5.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
4.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
4.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
4.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
4.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
4.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
4.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
4.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
4.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
4.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
4.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
4.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
4.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
4.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
4.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
4.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
3.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
3.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
3.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
3.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
3.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
3.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
3.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
3.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
3.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
3.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
3.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
3.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
3.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
3.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
3.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
3.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
3.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
3.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
2.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
2.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
2.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
2.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
2.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
2.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
2.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
2.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
2.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
1.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
1.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0000640003
Tumor
2.2
CPT0017410003
Tumor
2.1
CPT0015910003
Tumor
1.9
CPT0085670003
Tumor
1.5
CPT0012080003
Tumor
1.3
CPT0025110003
Tumor
1.3
CPT0079270003
Tumor
1.3
CPT0007860003
Tumor
1.2
CPT0075560003
Tumor
1.2
CPT0081990003
Tumor
1.1
CPT0012280003
Tumor
1.1
CPT0081600003
Tumor
1.0
CPT0010110003
Tumor
1.0
CPT0025290003
Tumor
0.9
CPT0079510001
Normal
0.9
CPT0011240003
Tumor
0.9
CPT0065870003
Tumor
0.9
CPT0002350011
Tumor
0.9
CPT0002370001
Normal
0.8
CPT0088630003
Tumor
0.8
CPT0066480003
Tumor
0.8
CPT0078510003
Tumor
0.8
CPT0079380003
Tumor
0.7
CPT0076330003
Tumor
0.7
CPT0020120003
Tumor
0.7
CPT0065690003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0010120001
Normal
0.7
CPT0069000003
Tumor
0.6
CPT0077110003
Tumor
0.6
CPT0000870016
Tumor
0.6
CPT0078990003
Tumor
0.6
CPT0075720003
Tumor
0.6
CPT0084560003
Tumor
0.5
CPT0092160003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0071150004
Tumor
0.4
CPT0086970003
Normal
0.4
CPT0012290003
Normal
0.3
CPT0009000003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0007870001
Normal
0.3
CPT0012920003
Normal
0.3
CPT0092730003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0000890001
Normal
0.2
CPT0086030003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0014160003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0024680001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0086820003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0063330001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0006900003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0088640003
Normal
-0.2
CPT0063630003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0077500001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0079480003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0025050003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0088550004
Tumor
-0.3
CPT0069010001
Normal
-0.3
CPT0077320001
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0006530001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0088480003
Tumor
-0.4
CPT0010170001
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0066470004
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0009080003
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0001500009
Tumor
-0.4
CPT0023360001
Normal
-0.4
CPT0065430003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0025350003
Tumor
-0.5
CPT0063640001
Normal
-0.5
CPT0092740003
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0065820001
Normal
-0.5
CPT0014350001
Normal
-0.5
CPT0025170003
Tumor
-0.5
CPT0026420001
Normal
-0.5
CPT0012550003
Tumor
-0.5
CPT0001190001
Normal
-0.5
CPT0081620001
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0082010001
Normal
-0.6
CPT0006630003
Tumor
-0.6
CPT0088710001
Normal
-0.6
CPT0017450001
Normal
-0.6
CPT0089480003
Normal
-0.6
CPT0000660001
Normal
-0.6
CPT0019130003
Tumor
-0.6
CPT0020020001
Normal
-0.6
CPT0014130001
Normal
-0.6
CPT0012770003
Normal
-0.6
CPT0065450001
Normal
-0.6
CPT0065810003
Tumor
-0.6
CPT0015810003
Tumor
-0.6
CPT0076350001
Normal
-0.6
CPT0025610001
Normal
-0.7
CPT0079000001
Normal
-0.7
CPT0078830003
Tumor
-0.7
CPT0087050003
Normal
-0.7
CPT0000780007
Tumor
-0.7
CPT0089040001
Normal
-0.7
CPT0024670003
Tumor
-0.7
CPT0006950001
Normal
-0.7
CPT0000790001
Normal
-0.7
CPT0010160003
Tumor
-0.7
CPT0078840001
Normal
-0.8
CPT0001350001
Normal
-0.8
CPT0086950003
Tumor
-0.8
CPT0002270011
Tumor
-0.8
CPT0088920001
Normal
-0.8
CPT0092310003
Normal
-0.9
CPT0088780001
Normal
-0.9
CPT0066430001
Normal
-0.9
CPT0077490003
Tumor
-1.0
CPT0025580004
Tumor
-1.0
CPT0078660003
Tumor
-1.1
CPT0023710001
Normal
-1.1
CPT0011410003
Tumor
-1.2
CPT0001340003
Tumor
-1.3
CPT0078800003
Tumor
-1.4
CPT0014450004
Tumor
-1.6
CPT0079180003
Tumor
-1.7
CPT0088970003
Tumor
-1.9
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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
