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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.
ERRFI1 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
7.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
63.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
47.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
28.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
26.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
18.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
16.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
16.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
15.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
12.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
11.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
7.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
5.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
5.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
5.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
4.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
4.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
3.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
3.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
2.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
2.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 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.
ERRFI1 is not prognostic 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
104.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
701.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
653.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
598.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
537.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
534.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
507.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
496.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
472.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
460.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
453.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
449.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
437.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
412.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
408.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
373.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
364.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
358.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
337.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
336.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
332.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
320.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
319.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
317.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
307.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
305.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
300.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
293.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
285.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
284.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
281.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
280.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
278.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
276.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
275.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
275.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
273.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
266.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
259.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
257.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
254.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
252.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
251.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
244.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
244.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
243.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
242.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
239.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
239.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
236.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
235.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
233.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
232.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
229.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
229.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
227.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
226.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
220.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
216.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
211.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
211.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
210.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
208.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
207.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
202.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
201.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
200.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
199.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
199.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
198.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
197.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
196.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
196.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
195.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
195.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
195.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
193.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
192.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
191.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
189.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
189.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
189.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
186.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
184.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
184.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
184.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
183.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
181.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
180.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
180.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
179.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
178.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
174.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
173.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
172.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
171.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
171.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
169.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
168.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
167.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
165.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
165.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
164.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
163.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
161.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
161.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
159.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
159.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
158.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
158.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
157.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
156.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
156.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
155.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
154.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
154.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
154.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
152.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
152.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
151.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
151.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
150.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
149.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
147.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
147.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
147.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
146.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
145.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
145.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
145.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
144.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
143.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
143.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
142.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
142.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
142.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
142.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
141.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
141.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
139.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
139.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
138.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
138.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
137.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
136.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
136.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
134.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
133.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
133.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
132.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
132.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
132.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
130.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
129.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
129.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
128.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
126.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
125.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
125.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
125.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
124.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
124.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
124.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
124.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
122.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
121.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
120.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
119.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
117.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
117.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
116.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
116.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
114.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
113.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
113.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
111.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
111.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
111.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
109.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
109.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
108.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
108.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
107.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
107.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
103.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
103.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
103.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
102.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
102.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
102.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
101.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
100.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
100.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
99.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
99.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
99.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
98.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
98.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
98.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
97.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
97.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
97.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
96.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
96.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
95.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
95.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
94.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
93.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
93.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
93.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
93.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
93.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
92.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
92.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
92.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
92.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
91.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
91.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
89.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
88.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
88.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
87.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
86.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
85.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
85.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
85.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
84.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
84.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
84.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
83.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
83.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
83.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
82.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
82.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
81.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
80.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
79.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
79.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
79.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
79.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
79.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
78.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
76.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
76.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
76.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
75.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
74.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
74.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
74.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
74.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
74.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
73.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
73.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
72.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
72.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
72.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
71.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
70.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
70.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
70.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
70.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
69.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
69.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
69.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
69.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
68.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
68.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
68.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
68.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
68.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
68.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
67.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
67.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
67.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
67.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
66.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
66.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
65.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
65.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
65.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
64.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
64.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
64.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
63.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
63.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
62.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
62.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
61.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
61.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
61.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
60.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
59.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
58.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
58.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
58.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
58.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
58.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
57.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
57.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
57.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
57.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
57.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
56.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
56.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
56.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
56.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
56.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
55.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
55.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
55.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
54.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
54.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
54.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
54.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
53.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
53.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
53.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
53.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
53.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
53.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
52.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
52.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
52.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
51.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
51.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
51.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
51.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
50.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
50.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
49.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
49.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
49.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
49.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
49.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
49.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
49.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
49.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
49.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
48.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
48.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
47.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
47.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
47.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
47.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
46.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
46.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
46.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
46.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
46.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
46.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
45.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
45.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
44.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
44.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
44.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
44.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
44.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
44.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
43.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
43.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
43.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
42.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
42.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
42.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
42.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
42.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
41.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
41.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
40.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
40.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
40.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
40.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
39.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
39.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
38.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
38.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
38.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
37.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
37.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
37.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
37.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
36.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
36.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
36.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
36.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
36.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
36.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
35.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
35.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
35.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
35.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
34.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
34.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
34.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
34.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
34.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
33.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
33.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
33.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
33.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
33.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
32.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
32.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
32.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
32.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
32.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
31.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
30.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
29.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
29.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
29.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
29.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
28.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
28.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
28.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
28.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
28.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
26.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
26.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
26.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
26.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
26.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
26.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
26.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
25.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
25.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
25.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
24.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
23.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
23.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
23.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
23.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
23.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
23.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
23.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
23.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
22.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
22.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
21.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
21.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
21.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
21.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
21.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
20.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
20.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
20.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
20.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
19.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
19.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
19.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
19.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
19.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
19.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
18.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
17.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
15.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
14.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
14.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
12.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
12.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
12.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
10.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
9.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
8.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
8.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
8.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
7.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
7.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
4.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
3.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 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.
ERRFI1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
139.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
568.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
545.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
497.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
471.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
454.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
438.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
436.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
367.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
359.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
352.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
348.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
343.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
320.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
310.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
286.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
278.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
246.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
236.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
232.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
226.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
221.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
219.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
219.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
213.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
199.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
196.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
196.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
191.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
173.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
167.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
160.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
155.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
153.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
148.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
132.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
129.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
129.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
129.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
129.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
124.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
123.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
123.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
114.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
110.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
107.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
104.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
98.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
94.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
90.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
89.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
86.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
83.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
82.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
82.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
82.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
81.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
77.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
75.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
75.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
71.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
69.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
67.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
60.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
58.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
56.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
55.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
54.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
50.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
49.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
47.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
47.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
46.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
45.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
42.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
42.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
41.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
37.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
34.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
34.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
32.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
32.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
30.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
25.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
25.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
24.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
21.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
21.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
17.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
16.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
15.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
15.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
13.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
9.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
8.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ERRFI1 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
24.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
296.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
268.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
199.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
193.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
149.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
139.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
120.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
116.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
111.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
111.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
109.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
103.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
97.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
92.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
91.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
88.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
81.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
80.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
75.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
73.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
72.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
68.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
68.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
66.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
62.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
61.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
61.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
59.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
57.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
56.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
55.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
52.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
52.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
51.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
50.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
46.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
45.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
45.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
45.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
43.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
42.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
41.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
38.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
38.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
37.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
37.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
36.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
35.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
34.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
33.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
33.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
33.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
32.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
31.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
31.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
31.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
30.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
29.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
28.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
28.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
27.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
26.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
25.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
25.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
24.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
24.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
24.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
24.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
24.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
24.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
23.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
23.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
23.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
23.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
23.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
22.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
22.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
21.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
21.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
21.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
20.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
20.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
20.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
20.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
19.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
19.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
19.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
19.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
18.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
18.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
18.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
18.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
18.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
18.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
17.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
17.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
17.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
17.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
17.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
17.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
16.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
16.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
16.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
16.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
15.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
15.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
15.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
15.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
14.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
14.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
14.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
14.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
14.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
13.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
13.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
13.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
12.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
12.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
12.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
12.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
12.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
12.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
11.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
11.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
11.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
11.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
10.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
9.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
9.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
8.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
8.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
8.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
7.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
7.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
7.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
7.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
7.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
7.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
6.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
6.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
6.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
6.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
6.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
6.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
6.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
6.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
6.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
6.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
6.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
6.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
6.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
5.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
5.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
5.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
5.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
5.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
4.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
4.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
4.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
4.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
4.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
4.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
4.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
4.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
4.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
4.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
4.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
4.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
3.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
3.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
3.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
3.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
2.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
2.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
2.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
2.7
CPT0025050003
Tumor
1.8
CPT0069000003
Tumor
1.4
CPT0001260009
Tumor
1.2
CPT0069160003
Tumor
1.1
CPT0001180009
Tumor
1.0
CPT0012670003
Tumor
1.0
CPT0025060001
Normal
0.9
CPT0065750003
Tumor
0.9
CPT0086820003
Tumor
0.9
CPT0014160003
Tumor
0.8
CPT0000640003
Tumor
0.8
CPT0014130001
Normal
0.8
CPT0010160003
Tumor
0.7
CPT0076330003
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0092800003
Normal
0.5
CPT0006440003
Tumor
0.5
CPT0006530001
Normal
0.4
CPT0092290003
Tumor
0.4
CPT0001350001
Normal
0.4
CPT0026420001
Normal
0.4
CPT0077500001
Normal
0.3
CPT0084560003
Tumor
0.3
CPT0020130001
Normal
0.3
CPT0077490003
Tumor
0.3
CPT0007470001
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0086030003
Tumor
0.2
CPT0077140001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0015810003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0012290003
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0092730003
Tumor
-0.2
CPT0020020001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0018250001
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0026410003
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0010170001
Normal
-0.3
CPT0001220008
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0078670001
Normal
-0.4
CPT0019990003
Tumor
-0.4
CPT0078940001
Normal
-0.4
CPT0023690003
Tumor
-0.4
CPT0089480003
Normal
-0.4
CPT0075570001
Normal
-0.4
CPT0086870003
Tumor
-0.4
CPT0092740003
Normal
-0.4
CPT0075130003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0092310003
Normal
-0.5
CPT0025920001
Normal
-0.5
CPT0010110003
Tumor
-0.5
CPT0001230001
Normal
-0.5
CPT0063320003
Tumor
-0.6
CPT0017850003
Tumor
-0.6
CPT0012280003
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0069190001
Normal
-0.6
CPT0088970003
Tumor
-0.6
CPT0085670003
Tumor
-0.6
CPT0064400001
Normal
-0.6
CPT0012180003
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0075170001
Normal
-0.6
CPT0063330001
Normal
-0.7
CPT0089460004
Tumor
-0.7
CPT0079230003
Tumor
-0.8
CPT0007320003
Tumor
-0.9
CPT0015910003
Tumor
-0.9
CPT0084590001
Normal
-0.9
CPT0081990003
Tumor
-1.0
CPT0012640003
Normal
-1.3
CPT0078660003
Tumor
-1.6
CPT0078800003
Tumor
-1.7
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065690003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0088900003
Tumor
N/A
CPT0087040003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0088760003
Tumor
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0088500001
Normal
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0079270003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0078510003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0088690003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0079510001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0079300001
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
