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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.
EIF4H 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
138.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
298.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
283.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
265.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
246.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
232.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
228.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
211.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
209.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
207.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
203.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
200.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
198.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
196.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
192.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
189.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
183.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
182.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
179.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
176.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
171.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
169.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
168.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
164.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
164.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
161.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
161.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
150.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
149.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
147.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
143.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
136.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
130.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
129.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
129.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
120.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
115.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
109.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
107.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
105.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
105.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
104.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
101.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
100.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
99.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
96.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
96.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
92.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
88.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
87.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
86.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
83.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
83.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
82.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
78.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
78.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
76.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
71.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
69.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
61.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
57.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
56.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
34.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF4H is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
200.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
421.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
389.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
370.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
357.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
357.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
352.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
341.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
336.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
335.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
329.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
329.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
326.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
324.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
323.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
322.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
322.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
322.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
322.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
320.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
318.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
311.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
303.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
294.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
290.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
287.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
284.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
283.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
282.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
282.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
281.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
280.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
280.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
279.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
278.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
278.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
277.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
277.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
277.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
276.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
275.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
273.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
273.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
273.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
272.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
272.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
272.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
270.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
270.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
270.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
269.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
269.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
269.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
269.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
268.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
268.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
268.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
268.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
268.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
266.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
266.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
265.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
265.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
265.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
265.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
265.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
264.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
264.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
263.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
263.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
263.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
262.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
261.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
261.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
260.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
259.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
259.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
259.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
259.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
258.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
257.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
257.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
256.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
256.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
255.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
255.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
254.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
254.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
254.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
254.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
254.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
254.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
253.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
253.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
252.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
252.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
252.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
252.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
251.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
251.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
251.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
251.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
251.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
250.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
250.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
250.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
250.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
249.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
249.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
248.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
248.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
248.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
248.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
247.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
247.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
247.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
247.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
247.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
247.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
247.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
246.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
246.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
245.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
245.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
244.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
244.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
244.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
243.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
243.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
243.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
242.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
242.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
242.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
241.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
241.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
240.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
240.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
240.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
240.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
240.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
239.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
239.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
239.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
239.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
239.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
238.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
238.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
238.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
237.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
237.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
237.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
237.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
236.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
236.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
235.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
235.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
235.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
234.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
234.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
233.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
233.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
232.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
232.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
232.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
232.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
232.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
232.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
232.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
232.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
232.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
232.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
231.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
231.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
231.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
231.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
231.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
231.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
230.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
230.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
229.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
229.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
229.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
229.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
229.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
229.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
229.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
229.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
228.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
227.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
227.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
226.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
226.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
225.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
225.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
224.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
224.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
223.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
223.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
223.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
223.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
223.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
222.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
222.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
222.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
221.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
221.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
221.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
221.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
221.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
219.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
219.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
219.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
218.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
218.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
218.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
218.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
218.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
217.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
217.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
217.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
217.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
216.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
216.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
215.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
215.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
215.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
214.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
214.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
214.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
213.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
213.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
212.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
212.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
211.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
210.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
210.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
210.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
210.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
209.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
209.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
209.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
209.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
208.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
208.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
208.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
207.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
207.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
207.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
207.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
207.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
206.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
206.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
206.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
206.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
205.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
205.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
205.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
205.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
205.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
205.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
204.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
204.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
204.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
203.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
203.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
203.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
202.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
202.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
202.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
202.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
202.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
201.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
201.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
201.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
201.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
201.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
201.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
201.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
201.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
201.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
200.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
200.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
200.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
199.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
198.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
198.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
198.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
198.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
198.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
198.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
197.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
197.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
196.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
196.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
196.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
196.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
196.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
196.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
196.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
194.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
194.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
194.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
194.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
194.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
194.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
193.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
193.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
192.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
192.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
192.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
192.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
191.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
191.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
191.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
190.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
190.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
189.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
189.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
189.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
189.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
189.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
188.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
188.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
187.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
187.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
186.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
186.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
185.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
185.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
184.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
183.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
183.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
183.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
183.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
183.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
183.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
183.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
182.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
182.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
182.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
182.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
182.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
181.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
181.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
181.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
181.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
180.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
180.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
178.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
178.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
177.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
177.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
177.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
176.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
176.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
176.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
176.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
176.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
174.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
174.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
174.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
172.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
171.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
171.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
169.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
169.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
169.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
169.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
168.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
167.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
167.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
166.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
166.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
166.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
165.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
165.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
165.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
165.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
164.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
164.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
164.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
163.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
163.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
162.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
162.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
162.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
161.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
159.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
159.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
159.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
159.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
158.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
158.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
158.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
157.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
157.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
157.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
156.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
156.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
155.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
155.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
155.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
154.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
154.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
153.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
152.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
151.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
149.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
149.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
148.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
148.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
148.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
148.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
147.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
146.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
146.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
145.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
145.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
145.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
145.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
144.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
143.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
142.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
140.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
140.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
140.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
139.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
139.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
139.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
138.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
138.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
138.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
137.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
137.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
137.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
136.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
135.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
135.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
134.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
134.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
134.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
134.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
132.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
131.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
131.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
130.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
130.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
130.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
130.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
129.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
129.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
129.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
128.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
128.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
128.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
127.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
127.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
127.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
126.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
125.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
125.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
125.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
123.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
123.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
123.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
123.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
122.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
122.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
121.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
120.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
119.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
116.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
116.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
114.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
113.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
113.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
113.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
112.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
112.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
111.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
110.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
109.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
107.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
105.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
105.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
104.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
101.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
100.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
100.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
98.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
98.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
97.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
96.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
96.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
96.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
95.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
95.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
93.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
93.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
92.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
92.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
91.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
90.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
90.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
88.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
88.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
87.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
87.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
84.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
83.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
83.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
80.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
77.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
75.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
72.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
70.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
68.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
63.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
56.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
46.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
39.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF4H 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
205.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
337.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
306.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
290.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
269.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
268.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
266.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
264.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
259.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
258.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
258.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
257.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
256.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
249.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
249.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
248.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
248.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
246.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
244.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
243.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
242.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
234.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
233.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
232.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
232.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
231.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
230.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
230.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
226.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
226.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
225.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
225.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
224.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
223.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
223.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
222.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
220.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
219.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
217.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
217.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
217.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
216.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
214.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
213.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
213.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
211.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
211.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
211.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
210.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
209.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
209.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
208.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
207.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
206.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
204.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
203.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
201.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
199.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
199.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
198.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
197.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
196.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
194.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
194.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
194.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
193.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
191.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
186.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
185.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
185.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
185.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
183.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
181.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
181.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
180.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
180.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
179.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
178.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
177.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
177.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
175.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
173.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
173.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
172.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
172.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
171.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
168.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
166.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
163.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
155.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
152.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
150.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
145.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
144.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
139.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
135.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
126.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
112.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
109.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF4H 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
140.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
369.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
349.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
329.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
292.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
283.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
280.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
280.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
273.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
268.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
267.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
267.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
266.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
261.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
261.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
255.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
255.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
254.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
253.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
252.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
251.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
249.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
248.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
243.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
239.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
235.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
233.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
232.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
227.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
226.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
226.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
225.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
223.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
223.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
223.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
222.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
221.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
220.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
220.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
220.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
220.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
218.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
218.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
216.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
215.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
215.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
214.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
213.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
211.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
211.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
211.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
210.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
210.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
210.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
208.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
208.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
207.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
207.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
206.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
206.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
206.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
206.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
205.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
204.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
204.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
203.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
202.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
200.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
199.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
197.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
196.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
194.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
194.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
193.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
192.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
191.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
190.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
189.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
188.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
187.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
187.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
185.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
184.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
184.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
183.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
181.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
181.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
180.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
179.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
178.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
177.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
176.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
176.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
174.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
174.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
173.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
171.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
171.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
168.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
168.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
166.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
165.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
165.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
165.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
164.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
164.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
162.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
161.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
161.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
161.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
161.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
161.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
160.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
160.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
160.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
160.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
159.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
159.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
158.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
156.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
155.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
155.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
155.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
155.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
154.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
153.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
153.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
152.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
151.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
151.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
148.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
148.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
147.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
146.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
146.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
145.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
145.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
145.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
144.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
144.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
143.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
143.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
143.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
140.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
139.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
138.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
137.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
134.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
134.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
133.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
132.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
131.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
128.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
127.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
127.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
126.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
125.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
122.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
121.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
121.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
120.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
120.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
120.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
120.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
119.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
119.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
118.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
118.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
118.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
118.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
116.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
116.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
116.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
116.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
115.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
115.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
114.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
114.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
114.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
112.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
110.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
110.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
110.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
110.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
109.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
108.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
105.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
104.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
104.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
103.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
103.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
102.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
101.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
100.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
99.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
98.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
96.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
95.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
94.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
92.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
92.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
91.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
90.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
89.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
89.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
89.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
88.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
87.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
85.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
85.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
82.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
81.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
79.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
79.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
78.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
75.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
74.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
74.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
73.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
72.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
71.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
71.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
70.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
68.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
67.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
67.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
66.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
66.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
65.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
64.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
63.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
63.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
62.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
62.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
62.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
60.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
59.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
59.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
57.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
57.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
56.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
55.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
55.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
55.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
54.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
54.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
54.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
53.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
52.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
52.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
52.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
52.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
52.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
51.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
51.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
50.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
49.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
46.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
46.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
45.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
45.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
44.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
44.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
44.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
42.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
40.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
39.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
37.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
37.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
36.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
35.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
34.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
34.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
33.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
29.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
27.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
26.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
23.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
22.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
21.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
13.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
7.9
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.6
CPT0012280003
Tumor
0.6
CPT0023350003
Tumor
0.6
CPT0025580004
Tumor
0.6
CPT0014450004
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0079180003
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0025880003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0015810003
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0001260009
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0001540009
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0002270011
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0025610001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0077320001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0088570001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0069160003
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0001180009
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0092740003
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0012770003
Normal
-0.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
