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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.
DARS1 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
34.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
93.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
87.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
82.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
76.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
68.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
67.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
66.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
62.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
56.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
56.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
55.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
53.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
52.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
52.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
49.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
48.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
46.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
44.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
44.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
43.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
41.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
39.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
38.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
38.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
38.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
36.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
36.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
33.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
32.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
32.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
31.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
28.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
27.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
24.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
22.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
21.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
21.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
21.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
21.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
21.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
21.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
18.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
18.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
17.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
17.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
16.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
15.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
14.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
13.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
13.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
12.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
9.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
DARS1 is validated 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
126.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
407.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
365.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
361.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
322.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
301.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
287.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
285.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
280.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
271.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
271.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
269.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
261.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
260.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
257.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
257.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
255.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
254.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
253.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
250.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
248.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
247.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
246.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
241.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
238.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
236.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
235.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
234.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
234.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
233.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
233.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
231.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
230.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
230.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
230.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
224.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
224.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
223.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
219.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
217.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
216.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
215.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
214.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
214.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
213.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
213.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
210.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
210.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
209.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
209.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
209.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
206.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
206.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
206.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
205.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
205.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
205.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
204.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
204.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
203.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
203.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
203.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
202.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
202.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
202.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
200.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
198.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
198.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
196.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
196.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
196.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
195.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
195.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
195.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
195.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
194.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
194.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
194.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
193.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
193.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
193.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
193.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
193.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
193.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
192.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
192.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
191.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
191.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
190.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
190.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
190.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
188.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
187.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
186.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
186.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
185.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
184.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
184.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
182.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
182.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
181.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
180.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
180.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
180.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
180.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
179.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
179.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
179.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
178.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
178.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
178.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
178.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
178.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
178.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
177.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
177.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
177.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
177.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
177.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
176.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
176.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
176.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
175.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
175.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
175.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
174.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
173.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
173.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
173.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
172.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
172.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
172.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
172.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
172.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
172.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
172.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
171.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
171.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
171.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
170.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
170.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
170.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
170.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
169.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
169.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
168.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
167.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
166.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
166.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
165.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
165.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
165.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
163.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
163.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
162.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
161.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
161.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
161.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
160.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
160.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
160.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
158.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
157.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
157.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
157.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
155.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
155.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
154.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
153.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
153.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
153.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
152.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
152.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
152.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
152.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
152.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
152.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
151.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
151.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
151.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
151.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
150.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
150.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
149.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
149.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
149.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
149.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
148.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
148.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
148.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
148.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
148.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
147.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
147.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
147.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
147.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
146.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
146.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
146.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
146.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
145.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
145.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
144.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
144.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
143.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
142.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
142.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
141.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
141.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
141.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
141.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
140.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
140.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
139.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
139.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
139.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
138.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
138.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
138.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
137.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
137.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
137.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
136.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
135.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
134.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
134.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
134.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
133.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
133.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
133.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
132.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
132.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
131.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
131.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
131.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
131.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
131.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
130.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
130.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
130.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
130.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
130.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
130.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
130.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
129.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
129.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
129.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
128.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
128.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
128.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
128.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
128.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
127.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
126.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
125.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
125.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
125.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
125.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
125.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
124.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
124.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
124.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
124.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
124.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
122.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
122.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
122.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
122.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
121.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
121.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
121.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
121.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
121.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
120.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
120.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
119.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
119.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
119.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
119.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
119.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
119.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
118.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
117.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
117.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
116.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
116.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
116.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
116.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
116.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
114.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
114.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
114.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
114.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
113.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
113.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
113.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
112.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
112.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
111.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
111.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
110.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
109.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
109.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
108.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
108.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
107.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
107.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
106.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
106.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
106.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
106.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
104.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
104.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
103.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
102.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
102.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
102.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
102.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
102.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
102.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
101.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
101.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
101.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
101.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
101.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
100.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
100.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
100.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
98.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
98.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
98.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
98.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
97.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
97.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
97.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
96.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
96.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
96.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
95.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
95.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
94.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
94.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
94.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
94.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
94.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
93.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
92.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
92.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
91.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
91.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
91.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
90.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
89.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
89.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
88.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
88.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
88.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
88.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
87.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
87.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
87.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
87.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
87.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
86.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
86.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
86.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
85.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
85.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
85.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
84.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
84.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
84.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
84.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
84.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
84.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
83.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
83.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
82.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
82.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
81.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
80.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
79.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
79.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
79.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
79.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
79.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
79.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
78.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
78.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
78.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
78.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
78.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
77.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
77.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
77.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
77.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
76.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
76.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
76.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
75.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
74.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
73.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
73.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
73.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
73.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
72.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
72.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
72.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
72.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
72.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
72.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
71.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
71.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
70.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
70.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
69.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
69.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
68.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
67.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
66.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
64.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
64.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
64.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
64.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
64.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
64.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
63.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
62.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
62.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
62.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
62.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
61.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
61.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
61.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
61.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
61.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
60.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
60.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
60.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
60.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
59.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
58.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
57.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
57.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
56.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
55.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
55.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
54.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
54.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
53.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
52.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
52.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
51.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
51.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
51.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
50.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
50.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
47.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
46.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
44.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
43.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
42.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
42.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
42.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
42.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
41.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
41.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
41.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
41.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
41.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
40.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
40.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
40.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
39.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
38.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
38.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
38.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
38.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
37.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
37.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
37.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
36.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
35.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
35.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
33.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
31.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
31.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
31.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
31.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
30.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
30.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
30.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
30.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
29.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
29.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
28.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
28.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
27.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
27.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
26.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
26.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
26.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
24.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
24.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
23.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
23.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
22.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
21.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
21.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
19.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
18.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
16.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
11.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DARS1 is validated prognostic, high expression is favorable 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
136.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
282.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
270.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
264.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
239.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
220.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
213.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
207.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
205.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
204.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
197.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
193.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
191.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
188.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
186.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
186.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
185.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
179.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
175.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
175.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
174.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
173.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
171.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
168.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
167.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
165.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
165.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
164.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
162.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
161.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
160.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
159.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
158.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
158.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
157.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
157.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
155.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
154.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
151.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
150.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
150.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
148.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
148.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
147.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
144.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
141.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
140.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
139.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
137.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
137.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
136.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
135.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
132.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
132.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
131.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
130.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
127.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
127.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
127.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
125.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
124.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
122.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
122.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
119.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
110.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
109.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
108.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
107.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
106.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
106.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
106.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
106.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
105.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
104.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
104.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
104.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
104.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
103.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
103.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
102.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
101.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
97.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
97.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
96.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
93.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
92.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
91.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
80.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
79.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
75.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
74.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
72.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
71.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
70.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
67.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
64.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
62.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
62.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
40.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
30.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
DARS1 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
58.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
184.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
181.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
161.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
155.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
152.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
143.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
130.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
130.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
130.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
128.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
127.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
126.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
124.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
121.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
119.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
119.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
115.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
112.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
111.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
110.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
110.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
109.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
108.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
108.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
107.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
106.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
105.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
105.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
104.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
104.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
104.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
103.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
103.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
103.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
103.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
102.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
102.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
101.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
100.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
100.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
99.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
99.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
98.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
98.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
97.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
97.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
97.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
96.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
94.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
93.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
93.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
92.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
91.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
90.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
89.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
89.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
88.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
86.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
85.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
84.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
84.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
84.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
83.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
83.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
82.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
82.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
82.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
82.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
81.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
79.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
79.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
79.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
78.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
77.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
76.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
76.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
76.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
75.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
75.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
75.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
74.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
74.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
74.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
73.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
73.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
71.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
71.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
71.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
71.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
71.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
71.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
70.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
70.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
70.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
69.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
69.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
69.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
69.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
68.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
68.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
68.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
68.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
67.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
67.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
67.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
67.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
67.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
66.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
66.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
66.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
65.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
65.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
65.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
65.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
65.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
65.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
64.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
64.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
62.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
62.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
60.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
60.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
59.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
59.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
59.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
58.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
57.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
57.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
56.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
55.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
55.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
55.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
54.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
54.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
54.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
54.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
53.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
53.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
51.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
51.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
51.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
51.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
51.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
51.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
50.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
50.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
49.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
49.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
48.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
48.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
48.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
48.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
47.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
46.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
46.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
46.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
46.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
46.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
46.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
46.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
45.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
45.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
45.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
45.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
45.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
44.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
44.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
44.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
44.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
43.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
43.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
42.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
42.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
42.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
41.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
41.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
40.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
40.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
40.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
39.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
39.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
39.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
39.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
39.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
39.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
38.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
38.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
37.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
37.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
37.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
37.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
36.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
36.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
36.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
36.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
36.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
36.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
35.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
35.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
34.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
34.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
34.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
33.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
33.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
33.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
33.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
32.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
32.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
32.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
32.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
32.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
31.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
31.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
31.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
30.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
30.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
29.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
29.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
29.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
29.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
29.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
29.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
28.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
28.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
28.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
28.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
28.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
27.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
27.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
27.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
27.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
25.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
25.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
24.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
24.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
23.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
23.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
23.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
22.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
22.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
22.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
21.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
21.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
20.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
20.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
19.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
18.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
17.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
16.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
16.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
14.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
13.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
13.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
12.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
12.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
12.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
11.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
11.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
10.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
6.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.8
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
