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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.
F2RL1 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
6.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
34.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
24.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
23.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
17.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
10.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
9.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
9.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
9.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
9.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
8.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
8.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
8.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
7.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
7.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
6.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
4.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
3.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
3.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
3.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
2.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.4
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.
F2RL1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
129.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
86.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
86.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
83.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
80.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
78.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
77.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
72.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
70.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
69.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
67.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
67.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
66.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
66.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
65.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
60.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
59.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
58.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
58.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
58.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
57.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
57.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
56.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
55.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
55.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
54.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
54.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
53.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
52.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
52.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
50.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
50.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
49.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
49.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
49.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
49.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
48.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
48.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
47.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
47.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
47.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
46.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
46.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
46.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
46.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
46.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
46.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
45.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
45.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
45.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
45.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
45.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
45.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
44.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
44.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
44.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
43.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
43.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
43.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
43.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
43.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
42.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
42.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
42.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
42.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
42.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
42.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
42.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
41.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
40.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
40.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
40.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
40.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
39.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
39.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
39.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
39.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
39.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
39.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
39.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
38.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
38.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
38.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
38.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
37.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
37.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
37.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
36.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
36.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
35.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
35.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
35.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
35.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
35.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
35.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
35.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
34.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
34.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
34.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
34.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
34.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
34.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
34.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
33.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
33.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
33.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
33.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
33.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
32.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
32.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
32.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
32.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
32.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
32.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
32.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
31.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
31.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
31.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
31.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
31.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
31.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
31.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
31.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
31.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
30.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
30.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
30.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
30.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
30.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
30.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
30.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
30.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
30.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
30.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
30.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
30.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
29.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
29.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
29.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
29.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
29.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
29.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
28.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
28.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
28.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
28.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
28.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
28.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
28.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
28.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
28.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
27.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
27.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
27.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
27.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
26.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
26.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
26.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
26.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
26.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
26.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
26.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
26.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
26.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
26.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
26.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
26.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
25.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
25.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
25.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
25.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
25.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
25.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
25.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
25.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
25.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
25.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
25.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
25.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
25.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
24.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
24.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
24.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
24.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
24.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
24.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
24.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
24.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
24.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
24.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
24.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
24.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
24.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
24.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
23.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
23.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
23.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
23.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
23.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
23.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
23.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
23.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
23.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
23.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
23.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
23.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
22.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
22.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
22.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
22.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
22.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
22.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
22.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
22.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
21.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
21.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
21.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
21.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
21.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
21.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
21.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
21.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
21.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
21.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
21.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
21.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
21.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
21.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
20.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
20.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
20.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
20.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
20.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
20.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
20.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
20.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
20.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
20.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
20.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
19.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
19.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
19.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
18.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
18.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
18.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
18.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
18.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
18.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
17.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
17.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
17.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
17.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
17.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
17.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
17.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
17.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
17.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
17.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
17.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
16.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
16.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
16.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
16.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
16.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
16.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
15.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
15.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
15.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
15.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
14.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
13.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
13.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
13.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
13.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
13.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
13.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
13.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
13.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
13.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
12.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
12.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
12.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
12.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
11.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
11.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
11.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
11.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
11.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
11.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
10.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
9.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
9.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
9.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
9.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
9.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
9.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
8.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
8.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
8.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
8.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
7.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
7.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
7.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
7.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
7.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
7.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
7.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
6.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
6.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
6.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
5.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
5.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
5.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
5.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
4.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
4.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
4.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
4.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
4.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
4.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
4.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
3.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
3.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
2.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
2.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
2.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
1.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
0.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
0.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
0.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 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.
F2RL1 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
27.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
84.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
83.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
78.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
73.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
65.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
60.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
59.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
56.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
55.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
54.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
51.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
49.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
49.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
49.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
48.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
45.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
45.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
45.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
44.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
43.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
43.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
41.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
40.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
39.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
38.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
38.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
38.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
37.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
37.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
36.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
35.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
33.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
33.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
32.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
29.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
28.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
28.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
26.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
26.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
23.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
23.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
22.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
22.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
22.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
21.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
21.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
21.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
21.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
20.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
19.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
19.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
19.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
19.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
19.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
18.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
15.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
15.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
14.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
13.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
13.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
10.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
8.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
6.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
6.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
4.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
4.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
4.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
3.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 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.
F2RL1 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
34.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
202.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
192.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
143.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
130.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
121.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
119.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
100.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
99.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
96.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
89.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
87.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
87.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
85.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
84.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
84.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
81.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
79.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
78.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
75.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
75.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
75.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
72.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
70.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
69.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
69.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
68.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
66.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
65.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
65.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
63.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
61.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
60.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
60.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
59.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
58.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
57.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
57.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
56.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
55.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
54.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
54.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
53.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
53.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
52.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
52.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
51.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
49.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
49.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
48.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
48.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
48.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
48.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
47.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
46.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
46.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
46.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
45.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
45.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
44.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
44.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
44.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
44.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
44.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
43.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
41.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
41.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
41.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
41.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
41.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
41.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
41.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
40.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
40.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
40.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
40.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
40.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
40.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
40.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
40.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
40.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
39.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
39.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
39.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
39.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
39.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
39.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
39.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
39.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
38.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
38.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
38.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
38.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
38.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
38.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
37.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
37.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
37.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
37.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
36.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
36.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
36.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
36.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
35.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
35.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
35.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
35.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
35.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
34.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
34.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
34.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
34.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
33.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
33.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
33.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
33.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
33.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
33.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
32.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
32.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
32.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
32.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
32.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
32.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
32.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
32.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
32.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
32.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
31.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
31.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
31.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
31.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
31.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
31.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
31.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
30.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
30.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
30.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
30.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
30.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
30.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
29.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
28.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
28.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
28.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
28.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
28.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
28.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
28.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
28.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
27.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
27.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
27.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
27.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
27.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
26.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
26.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
26.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
26.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
26.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
25.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
25.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
25.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
24.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
24.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
24.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
24.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
23.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
23.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
23.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
22.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
22.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
22.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
22.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
22.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
22.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
22.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
22.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
21.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
21.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
21.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
21.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
21.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
21.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
21.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
21.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
20.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
20.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
20.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
20.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
20.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
19.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
19.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
19.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
19.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
18.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
18.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
18.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
17.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
17.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
17.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
17.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
16.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
16.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
16.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
15.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
15.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
15.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
15.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
14.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
13.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
13.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
13.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
13.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
12.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
12.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
12.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
12.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
11.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
11.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
10.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
9.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
8.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
6.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
6.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
5.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
3.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
2.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
2.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.7
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0017450001
Normal
1.3
CPT0077310003
Tumor
1.1
CPT0092800003
Normal
1.1
CPT0009060003
Tumor
1.0
CPT0001190001
Normal
0.9
CPT0063640001
Normal
0.9
CPT0088710001
Normal
0.8
CPT0077140001
Normal
0.8
CPT0086890003
Normal
0.7
CPT0023710001
Normal
0.6
CPT0087040003
Tumor
0.6
CPT0086830003
Normal
0.6
CPT0076350001
Normal
0.6
CPT0092310003
Normal
0.6
CPT0014130001
Normal
0.5
CPT0088780001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0024670003
Tumor
0.5
CPT0086370003
Normal
0.4
CPT0001230001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0084590001
Normal
0.4
CPT0007320003
Tumor
0.4
CPT0078840001
Normal
0.4
CPT0001270001
Normal
0.4
CPT0086820003
Tumor
0.4
CPT0025060001
Normal
0.4
CPT0078800003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0087050003
Normal
0.3
CPT0024680001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0007870001
Normal
0.2
CPT0013790003
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0015730003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0086870003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0069010001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0079430001
Normal
-0.2
CPT0065810003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0014160003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0092790003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0015810003
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0069000003
Tumor
-0.5
CPT0009080003
Normal
-0.5
CPT0009020003
Normal
-0.6
CPT0002370001
Normal
-0.6
CPT0007860003
Tumor
-0.8
CPT0084560003
Tumor
-0.9
CPT0065870003
Tumor
-0.9
CPT0025230003
Tumor
-1.1
CPT0081990003
Tumor
-1.1
CPT0002270011
Tumor
-1.4
CPT0012370003
Tumor
-1.5
CPT0015910003
Tumor
-1.5
CPT0063320003
Tumor
-1.5
CPT0021240003
Tumor
-1.9
CPT0001260009
Tumor
-2.1
CPT0009000003
Tumor
-2.2
CPT0012550003
Tumor
-2.5
CPT0011240003
Tumor
-2.6
CPT0012900004
Tumor
-2.9
CPT0017410003
Tumor
-2.9
CPT0079180003
Tumor
-3.3
CPT0076330003
Tumor
-3.4
CPT0026410003
Tumor
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0025170003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0092190003
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0010110003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0025110003
Tumor
N/A
CPT0012090003
Normal
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0088630003
Tumor
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012180003
Tumor
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0025350003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0012290003
Normal
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
