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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.
IARS1 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
14.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
78.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
58.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
57.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
48.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
45.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
37.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
36.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
31.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
30.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
27.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
27.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
25.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
24.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
23.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
23.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
21.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
21.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
19.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
18.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
18.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
14.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
14.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
12.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
9.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
9.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
8.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
3.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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.
IARS1 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
14.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
80.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
59.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
58.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
49.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
47.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
44.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
43.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
39.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
39.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
38.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
35.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
34.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
34.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
34.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
34.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
33.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
33.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
33.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
32.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
32.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
31.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
31.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
31.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
31.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
31.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
31.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
31.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
31.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
30.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
30.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
30.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
30.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
29.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
29.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
29.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
29.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
29.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
29.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
28.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
28.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
28.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
28.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
28.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
28.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
28.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
28.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
28.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
27.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
27.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
27.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
27.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
27.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
27.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
27.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
26.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
26.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
26.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
26.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
26.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
26.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
26.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
26.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
26.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
26.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
26.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
26.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
25.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
25.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
25.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
25.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
25.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
25.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
25.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
25.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
25.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
25.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
25.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
25.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
24.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
24.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
23.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
23.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
23.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
23.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
23.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
23.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
23.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
23.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
23.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
22.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
22.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
22.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
22.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
22.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
22.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
22.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
21.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
21.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
21.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
21.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
21.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
21.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
21.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
21.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
21.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
21.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
21.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
21.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
21.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
20.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
20.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
20.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
20.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
20.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
20.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
20.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
20.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
20.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
20.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
20.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
20.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
20.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
20.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
20.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
19.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
19.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
19.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
19.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
19.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
19.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
19.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
19.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
19.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
19.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
19.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
19.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
18.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
18.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
18.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
18.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
18.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
18.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
18.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
18.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
18.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
18.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
18.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
18.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
18.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
17.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
17.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
17.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
17.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
17.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
17.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
17.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
17.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
17.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
17.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
17.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
16.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
16.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
16.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
16.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
16.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
16.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
16.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
15.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
15.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
15.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
15.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
15.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
15.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
15.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
15.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
15.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
15.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
15.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
15.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
15.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
15.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
15.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
14.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
14.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
14.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
14.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
14.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
14.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
13.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
13.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
13.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
12.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
12.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
12.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
12.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
11.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
11.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
11.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
11.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
11.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
11.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
11.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
11.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
11.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
11.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
10.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
10.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
10.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
10.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
10.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
10.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
10.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
9.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
9.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
9.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
9.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
9.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
9.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
9.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
8.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
8.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
8.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
8.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
8.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
8.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
8.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
8.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
7.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
7.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
7.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
7.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
7.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
7.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
7.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
7.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
7.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
7.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
7.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
6.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
6.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
6.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
6.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
6.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
6.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
6.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
6.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
5.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
5.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
5.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
5.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
5.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
5.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
5.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
5.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
5.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
5.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
5.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
5.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
5.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
5.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
5.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
5.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
4.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
4.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
4.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
4.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
4.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
4.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
4.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
4.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
4.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
4.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
3.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
3.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
3.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
3.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
3.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
3.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
3.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
3.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
3.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
3.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
2.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
2.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
2.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
2.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
2.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
2.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
2.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
2.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
2.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
2.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
2.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
2.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
2.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
2.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
2.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
1.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
1.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
0.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
0.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
0.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
0.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
0.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
0.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
0.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
0.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 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.
IARS1 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
24.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
64.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
47.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
46.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
46.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
45.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
44.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
42.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
41.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
40.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
39.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
38.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
37.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
36.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
36.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
35.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
35.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
35.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
33.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
33.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
33.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
33.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
32.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
32.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
32.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
31.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
31.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
31.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
31.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
30.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
29.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
29.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
29.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
28.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
27.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
27.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
27.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
27.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
27.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
26.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
26.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
25.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
24.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
23.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
23.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
23.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
22.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
22.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
22.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
22.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
21.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
21.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
19.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
19.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
18.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
18.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
18.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
17.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
17.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
17.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
17.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
17.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
16.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
16.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
16.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
14.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
10.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
9.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
8.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
7.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
6.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
4.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
4.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
4.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
4.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IARS1 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
12.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
91.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
61.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
47.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
45.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
44.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
44.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
43.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
41.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
41.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
40.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
39.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
39.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
36.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
33.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
33.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
33.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
32.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
31.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
31.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
31.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
30.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
30.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
30.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
29.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
29.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
28.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
27.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
27.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
26.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
25.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
24.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
24.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
24.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
24.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
23.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
23.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
22.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
22.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
21.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
20.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
20.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
20.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
20.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
20.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
19.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
19.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
19.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
19.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
19.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
19.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
19.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
18.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
18.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
18.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
18.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
18.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
18.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
17.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
17.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
17.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
17.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
17.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
17.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
17.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
17.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
17.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
17.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
16.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
16.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
16.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
16.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
16.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
15.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
15.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
15.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
15.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
15.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
15.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
15.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
15.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
15.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
14.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
14.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
14.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
13.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
12.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
12.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
12.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
12.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
12.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
12.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
11.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
11.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
10.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
10.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
10.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
9.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
9.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
9.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
9.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
9.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
8.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
8.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
8.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
8.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
8.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
8.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
8.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
8.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
7.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
7.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
7.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
7.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
6.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
6.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
6.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
6.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
5.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
5.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
5.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
5.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
4.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
4.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
4.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
4.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
4.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
4.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
4.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
4.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
4.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
3.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
3.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
3.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
3.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
2.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
2.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
2.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
0.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
0.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
