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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.
KHDRBS1 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
37.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
86.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
83.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
82.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
75.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
69.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
63.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
61.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
60.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
56.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
54.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
54.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
54.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
50.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
49.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
49.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
48.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
48.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
46.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
45.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
44.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
44.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
41.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
41.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
40.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
39.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
39.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
39.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
38.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
37.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
35.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
35.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
34.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
34.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
32.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
31.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
29.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
28.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
28.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
28.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
27.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
26.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
26.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
26.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
25.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
25.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
25.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
23.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
22.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
22.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
21.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
21.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
20.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
20.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
19.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
18.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
18.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
18.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
17.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
15.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
13.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
KHDRBS1 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
71.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
205.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
162.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
136.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
129.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
125.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
122.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
122.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
121.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
120.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
118.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
118.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
117.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
117.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
117.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
116.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
116.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
116.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
115.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
115.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
114.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
114.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
114.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
113.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
112.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
112.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
112.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
111.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
110.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
110.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
110.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
110.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
109.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
109.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
108.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
108.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
108.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
107.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
106.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
106.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
106.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
105.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
105.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
105.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
104.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
104.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
103.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
103.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
103.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
103.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
103.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
102.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
102.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
102.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
102.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
101.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
101.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
101.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
101.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
101.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
101.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
100.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
100.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
99.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
99.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
99.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
99.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
99.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
99.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
99.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
98.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
98.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
98.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
98.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
98.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
97.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
97.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
96.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
96.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
96.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
96.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
96.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
96.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
95.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
95.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
95.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
95.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
95.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
95.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
94.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
94.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
94.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
94.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
93.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
93.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
93.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
93.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
93.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
93.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
93.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
92.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
92.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
92.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
92.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
92.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
92.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
92.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
91.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
91.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
91.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
91.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
91.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
91.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
91.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
90.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
90.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
90.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
90.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
90.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
90.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
90.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
90.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
89.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
89.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
89.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
89.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
89.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
89.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
89.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
89.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
88.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
88.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
88.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
88.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
88.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
88.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
88.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
88.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
88.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
88.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
87.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
87.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
87.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
87.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
86.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
86.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
86.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
86.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
86.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
86.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
86.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
86.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
86.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
85.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
85.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
85.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
85.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
85.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
85.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
85.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
85.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
85.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
85.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
84.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
84.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
84.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
84.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
84.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
84.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
84.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
84.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
84.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
84.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
84.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
83.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
83.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
83.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
83.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
83.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
83.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
83.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
83.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
82.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
82.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
82.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
82.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
82.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
82.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
82.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
82.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
82.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
82.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
81.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
81.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
81.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
80.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
80.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
80.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
80.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
80.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
80.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
80.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
80.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
80.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
80.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
80.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
79.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
79.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
79.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
79.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
79.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
79.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
79.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
79.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
79.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
79.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
79.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
79.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
79.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
78.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
78.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
78.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
78.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
78.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
78.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
78.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
77.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
77.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
77.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
77.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
77.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
77.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
77.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
77.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
77.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
77.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
76.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
76.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
76.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
76.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
76.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
76.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
76.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
76.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
76.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
76.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
75.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
75.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
75.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
74.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
74.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
74.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
74.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
74.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
73.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
73.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
73.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
73.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
73.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
73.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
73.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
73.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
73.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
72.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
72.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
72.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
72.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
72.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
72.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
72.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
72.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
72.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
71.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
71.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
71.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
71.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
71.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
71.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
71.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
71.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
71.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
70.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
70.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
70.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
70.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
70.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
70.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
70.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
70.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
70.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
70.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
70.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
70.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
69.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
69.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
69.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
69.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
69.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
69.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
69.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
69.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
69.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
69.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
68.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
68.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
68.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
68.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
68.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
68.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
68.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
68.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
67.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
67.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
67.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
67.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
67.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
67.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
67.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
67.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
67.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
67.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
67.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
67.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
66.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
66.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
66.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
66.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
65.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
65.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
65.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
65.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
65.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
65.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
64.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
64.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
64.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
64.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
64.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
64.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
63.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
63.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
63.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
63.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
63.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
63.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
63.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
63.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
63.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
63.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
62.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
62.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
62.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
62.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
61.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
61.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
61.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
61.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
61.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
60.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
60.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
60.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
60.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
60.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
60.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
60.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
60.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
59.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
59.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
59.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
59.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
59.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
58.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
58.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
58.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
58.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
57.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
57.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
56.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
56.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
56.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
56.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
56.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
55.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
55.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
55.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
55.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
54.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
54.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
54.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
54.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
54.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
53.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
53.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
53.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
52.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
52.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
51.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
51.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
51.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
51.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
51.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
50.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
50.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
50.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
50.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
50.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
50.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
49.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
49.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
48.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
48.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
48.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
48.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
48.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
47.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
47.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
47.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
47.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
46.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
46.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
46.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
46.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
46.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
46.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
45.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
45.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
45.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
45.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
45.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
44.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
44.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
44.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
44.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
44.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
44.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
43.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
43.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
43.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
42.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
42.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
42.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
42.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
41.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
41.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
41.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
41.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
40.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
40.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
40.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
39.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
39.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
39.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
39.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
38.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
38.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
38.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
38.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
38.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
38.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
37.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
37.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
37.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
36.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
36.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
36.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
36.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
35.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
35.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
35.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
34.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
34.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
34.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
33.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
33.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
32.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
32.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
32.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
32.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
31.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
31.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
31.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
31.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
30.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
30.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
30.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
30.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
29.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
29.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
29.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
29.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
28.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
28.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
27.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
27.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
26.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
26.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
26.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
26.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
26.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
24.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
24.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
23.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
22.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
22.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
21.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
21.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
19.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
18.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
18.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
17.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
17.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
16.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
16.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KHDRBS1 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
89.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
148.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
133.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
131.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
129.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
129.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
128.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
119.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
117.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
117.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
116.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
114.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
114.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
114.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
113.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
113.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
111.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
110.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
109.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
107.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
107.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
105.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
104.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
104.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
104.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
101.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
101.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
100.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
99.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
99.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
99.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
99.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
99.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
99.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
99.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
98.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
98.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
97.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
97.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
96.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
95.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
95.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
94.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
93.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
92.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
91.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
90.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
90.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
90.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
90.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
89.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
89.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
89.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
89.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
88.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
88.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
88.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
87.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
87.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
87.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
86.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
86.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
84.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
84.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
84.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
84.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
83.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
83.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
82.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
81.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
79.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
78.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
78.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
78.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
77.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
77.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
77.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
74.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
73.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
72.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
71.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
71.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
70.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
69.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
67.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
65.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
64.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
63.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
63.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
62.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
59.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
58.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
57.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
57.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
52.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
51.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
50.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
48.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
42.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
41.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
KHDRBS1 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
52.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
163.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
150.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
128.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
124.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
118.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
113.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
111.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
109.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
106.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
103.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
102.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
99.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
98.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
95.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
90.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
88.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
87.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
87.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
85.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
85.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
85.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
84.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
83.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
83.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
82.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
82.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
82.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
81.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
81.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
81.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
81.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
80.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
80.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
80.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
79.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
79.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
78.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
78.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
78.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
78.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
77.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
77.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
76.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
76.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
75.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
75.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
75.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
74.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
74.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
74.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
73.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
73.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
72.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
71.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
70.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
69.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
69.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
69.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
69.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
69.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
69.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
69.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
68.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
67.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
67.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
66.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
65.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
65.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
65.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
64.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
64.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
64.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
64.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
64.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
64.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
64.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
63.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
63.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
62.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
62.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
62.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
62.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
62.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
62.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
61.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
61.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
61.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
61.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
60.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
60.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
60.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
60.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
59.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
59.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
59.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
59.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
58.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
58.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
58.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
58.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
58.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
57.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
57.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
57.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
57.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
56.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
56.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
56.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
56.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
56.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
56.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
55.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
55.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
55.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
54.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
54.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
54.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
53.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
53.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
52.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
52.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
52.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
52.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
52.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
51.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
51.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
51.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
51.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
50.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
50.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
50.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
50.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
49.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
49.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
49.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
49.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
49.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
49.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
49.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
49.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
48.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
48.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
48.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
48.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
47.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
47.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
47.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
47.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
47.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
47.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
47.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
46.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
46.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
46.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
46.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
46.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
46.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
46.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
46.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
46.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
45.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
45.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
45.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
45.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
45.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
44.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
44.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
43.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
43.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
43.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
43.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
43.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
43.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
43.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
42.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
42.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
42.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
42.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
42.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
42.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
41.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
41.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
41.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
41.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
41.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
41.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
41.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
40.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
40.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
40.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
40.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
40.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
40.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
40.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
39.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
39.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
39.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
38.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
38.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
38.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
38.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
38.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
38.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
38.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
38.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
38.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
37.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
37.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
37.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
37.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
37.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
36.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
36.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
36.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
36.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
35.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
35.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
35.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
35.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
34.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
34.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
34.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
33.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
33.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
33.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
33.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
33.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
32.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
32.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
32.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
32.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
32.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
32.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
31.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
31.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
31.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
30.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
30.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
30.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
30.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
29.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
28.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
28.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
28.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
28.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
28.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
28.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
28.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
28.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
27.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
27.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
26.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
26.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
25.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
25.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
25.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
24.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
24.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
24.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
24.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
23.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
23.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
23.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
23.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
22.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
22.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
21.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
19.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
19.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
17.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
17.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
17.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
15.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092190003
Normal
0.5
CPT0078990003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0092730003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0088630003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0011240003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0079510001
Normal
0.3
CPT0015910003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0088550004
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0088760003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0078930003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0012900004
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0086830003
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0024670003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0006730001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0078670001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0009080003
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0001500009
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0078510003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0082010001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0015730003
Tumor
-0.4
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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
