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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.
YTHDF3 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
24.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
57.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
52.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
52.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
50.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
44.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
43.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
40.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
40.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
38.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
37.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
34.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
34.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
34.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
32.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
29.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
29.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
29.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
28.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
28.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
28.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
27.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
26.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
26.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
26.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
25.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
25.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
25.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
24.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
24.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
22.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
21.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
21.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
21.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
20.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
20.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
19.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
19.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
17.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
17.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
16.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
16.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
16.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
16.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
15.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
15.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
14.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
14.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
14.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
13.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
13.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
13.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
11.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
8.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 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.
YTHDF3 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
204.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
95.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
65.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
53.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
47.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
46.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
46.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
45.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
43.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
43.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
43.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
43.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
41.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
41.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
40.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
40.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
40.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
40.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
40.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
40.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
39.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
39.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
39.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
39.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
38.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
38.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
38.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
38.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
38.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
38.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
38.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
37.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
37.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
37.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
37.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
37.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
37.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
36.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
36.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
36.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
35.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
35.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
35.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
35.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
35.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
35.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
35.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
35.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
35.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
35.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
35.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
35.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
35.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
34.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
34.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
34.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
34.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
34.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
34.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
34.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
33.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
33.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
33.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
33.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
33.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
33.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
32.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
32.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
32.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
32.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
32.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
32.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
32.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
32.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
32.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
32.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
32.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
32.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
32.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
32.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
32.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
31.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
31.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
31.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
31.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
31.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
31.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
31.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
31.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
31.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
31.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
31.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
31.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
30.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
30.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
30.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
30.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
30.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
30.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
30.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
30.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
30.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
30.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
30.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
30.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
29.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
29.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
29.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
29.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
29.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
29.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
29.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
29.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
29.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
29.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
29.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
29.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
29.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
28.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
28.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
28.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
28.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
28.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
28.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
28.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
28.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
28.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
27.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
27.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
27.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
27.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
27.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
27.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
27.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
27.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
27.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
27.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
27.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
27.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
26.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
26.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
26.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
26.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
26.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
26.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
26.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
26.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
26.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
26.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
26.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
26.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
26.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
26.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
26.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
26.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
26.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
26.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
25.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
25.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
25.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
25.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
25.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
25.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
25.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
25.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
25.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
25.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
25.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
25.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
25.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
25.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
25.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
25.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
25.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
25.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
25.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
24.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
24.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
24.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
24.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
24.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
24.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
24.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
24.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
24.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
24.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
24.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
24.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
24.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
24.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
24.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
24.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
24.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
23.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
23.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
23.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
23.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
23.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
23.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
23.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
23.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
23.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
23.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
23.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
23.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
23.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
23.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
23.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
23.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
23.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
23.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
23.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
23.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
22.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
22.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
22.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
22.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
22.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
22.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
22.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
22.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
22.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
22.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
22.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
22.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
22.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
22.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
21.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
21.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
21.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
21.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
21.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
21.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
21.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
21.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
21.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
21.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
21.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
21.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
21.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
21.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
21.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
21.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
21.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
21.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
20.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
20.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
20.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
20.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
20.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
20.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
20.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
20.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
20.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
20.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
20.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
20.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
19.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
19.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
19.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
19.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
19.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
19.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
19.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
19.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
19.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
19.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
19.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
19.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
19.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
19.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
19.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
19.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
18.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
18.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
18.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
18.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
18.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
18.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
18.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
18.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
18.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
18.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
18.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
18.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
17.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
17.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
17.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
17.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
17.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
17.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
17.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
17.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
17.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
17.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
17.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
17.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
16.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
16.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
16.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
16.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
16.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
15.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
15.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
15.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
15.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
14.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
14.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
14.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
14.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
13.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
13.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
13.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
13.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
13.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
13.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
12.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
12.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
12.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
11.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
11.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
11.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
9.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
YTHDF3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
60.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
43.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
41.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
39.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
39.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
38.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
38.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
37.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
36.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
36.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
36.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
35.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
34.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
34.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
34.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
34.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
34.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
34.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
34.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
33.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
32.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
32.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
32.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
32.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
31.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
31.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
31.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
31.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
30.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
30.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
29.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
29.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
29.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
29.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
28.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
27.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
27.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
27.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
27.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
26.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
26.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
25.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
25.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
25.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
24.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
24.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
23.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
23.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
23.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
23.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
23.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
22.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
22.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
21.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
20.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
20.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
19.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
19.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
18.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
16.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
14.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
14.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
13.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YTHDF3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
85.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
55.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
55.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
50.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
45.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
38.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
37.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
36.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
36.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
36.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
35.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
34.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
33.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
33.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
33.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
32.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
32.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
31.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
31.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
31.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
30.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
30.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
30.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
30.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
29.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
29.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
28.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
28.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
28.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
27.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
27.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
26.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
25.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
25.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
25.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
24.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
24.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
23.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
23.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
23.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
23.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
23.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
22.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
22.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
22.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
22.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
22.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
21.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
21.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
21.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
21.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
20.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
20.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
20.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
20.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
20.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
19.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
19.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
19.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
18.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
18.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
18.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
18.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
18.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
18.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
17.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
17.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
17.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
17.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
17.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
17.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
17.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
17.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
17.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
17.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
17.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
17.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
16.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
16.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
16.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
16.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
16.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
16.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
16.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
15.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
15.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
15.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
15.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
15.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
15.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
14.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
14.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
14.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
14.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
14.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
14.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
14.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
13.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
13.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
13.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
13.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
12.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
12.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
12.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
12.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
12.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
11.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
11.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
11.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
11.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
11.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
11.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
10.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
10.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
10.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
10.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
10.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
10.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
9.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
9.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
8.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
8.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
8.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
8.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
8.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
7.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
7.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
7.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
7.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
6.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
6.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
6.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
6.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
5.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
5.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
5.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
5.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
5.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
5.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
4.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
3.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
3.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
3.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
3.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
3.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
2.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.9
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
0.9
CPT0023350003
Tumor
0.7
CPT0079180003
Tumor
0.6
CPT0001340003
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0012550003
Tumor
0.6
CPT0002270011
Tumor
0.5
CPT0088970003
Tumor
0.5
CPT0088550004
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0086820003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0001260009
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0026410003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0088780001
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0092190003
Normal
0.2
CPT0092740003
Normal
0.1
CPT0000660001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0066430001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0010170001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0086890003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0012640003
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0089480003
Normal
0.1
CPT0081620001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0079300001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0000780007
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0065450001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0009020003
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0066470004
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0075560003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0063320003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0078510003
Tumor
-0.4
CPT0076330003
Tumor
-0.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
