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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.
SERPINH1 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
73.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1414.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
144.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
140.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
129.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
99.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
93.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
84.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
82.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
79.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
70.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
64.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
63.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
63.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
62.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
61.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
61.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
60.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
59.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
57.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
57.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
55.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
54.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
53.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
53.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
53.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
53.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
52.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
51.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
51.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
50.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
49.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
48.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
48.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
48.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
47.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
45.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
43.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
43.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
42.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
42.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
41.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
40.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
39.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
39.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
38.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
37.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
36.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
36.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
36.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
34.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
33.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
33.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
32.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
31.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
31.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
31.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
30.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
30.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
29.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
23.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
21.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
16.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
SERPINH1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
149.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1282.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1053.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
855.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
634.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
634.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
523.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
437.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
419.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
412.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
380.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
379.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
375.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
374.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
367.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
364.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
360.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
358.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
342.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
340.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
338.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
335.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
324.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
322.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
321.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
314.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
312.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
310.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
309.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
308.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
292.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
291.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
287.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
285.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
281.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
280.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
278.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
277.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
270.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
270.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
269.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
267.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
265.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
264.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
264.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
262.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
261.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
257.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
252.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
248.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
248.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
246.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
243.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
239.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
236.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
236.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
233.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
231.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
231.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
229.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
229.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
229.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
229.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
227.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
225.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
225.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
220.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
217.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
217.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
216.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
216.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
214.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
214.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
214.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
213.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
210.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
209.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
208.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
208.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
207.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
206.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
205.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
204.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
203.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
203.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
202.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
202.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
202.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
200.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
200.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
198.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
196.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
194.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
193.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
192.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
192.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
191.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
191.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
190.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
189.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
189.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
188.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
188.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
186.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
185.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
184.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
183.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
183.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
182.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
182.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
181.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
181.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
181.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
181.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
181.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
180.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
180.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
179.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
179.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
178.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
178.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
176.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
176.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
176.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
176.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
175.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
175.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
175.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
174.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
172.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
172.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
172.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
172.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
171.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
171.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
171.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
171.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
171.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
170.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
170.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
170.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
169.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
169.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
169.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
169.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
168.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
168.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
168.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
168.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
168.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
167.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
167.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
167.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
165.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
164.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
163.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
163.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
163.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
162.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
161.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
161.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
160.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
160.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
160.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
159.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
159.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
158.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
158.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
158.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
158.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
158.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
158.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
157.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
156.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
155.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
155.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
155.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
155.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
155.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
155.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
154.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
153.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
153.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
153.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
153.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
153.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
152.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
152.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
152.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
152.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
151.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
151.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
151.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
151.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
150.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
150.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
149.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
149.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
149.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
147.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
147.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
147.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
147.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
147.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
146.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
146.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
146.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
146.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
146.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
145.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
145.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
145.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
144.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
143.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
143.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
143.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
142.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
142.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
142.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
142.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
141.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
140.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
140.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
140.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
140.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
140.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
140.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
140.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
139.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
139.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
138.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
138.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
138.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
137.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
137.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
136.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
135.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
135.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
134.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
134.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
134.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
134.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
134.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
133.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
133.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
133.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
133.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
133.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
132.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
132.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
131.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
131.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
131.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
131.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
130.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
130.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
129.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
129.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
129.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
128.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
128.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
128.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
128.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
128.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
127.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
127.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
127.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
127.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
126.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
126.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
126.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
125.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
125.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
125.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
124.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
124.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
124.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
124.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
124.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
124.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
123.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
123.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
122.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
122.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
121.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
121.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
121.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
121.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
121.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
120.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
120.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
120.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
119.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
119.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
119.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
118.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
118.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
118.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
118.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
118.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
118.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
118.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
117.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
117.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
116.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
116.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
116.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
115.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
115.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
115.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
115.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
114.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
114.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
113.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
113.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
112.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
112.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
112.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
111.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
111.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
111.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
111.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
111.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
111.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
111.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
111.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
110.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
110.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
110.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
109.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
109.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
109.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
108.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
108.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
108.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
107.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
107.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
107.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
107.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
107.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
107.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
106.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
106.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
105.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
105.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
104.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
104.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
104.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
104.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
103.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
103.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
103.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
103.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
103.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
103.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
102.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
102.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
102.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
102.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
101.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
101.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
101.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
100.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
100.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
100.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
100.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
100.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
100.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
99.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
98.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
98.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
98.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
97.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
97.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
96.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
96.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
96.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
96.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
96.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
95.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
95.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
95.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
95.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
94.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
94.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
94.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
94.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
94.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
94.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
93.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
93.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
93.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
93.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
92.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
92.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
91.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
91.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
91.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
91.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
90.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
89.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
89.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
89.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
89.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
89.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
89.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
89.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
88.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
88.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
88.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
88.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
88.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
87.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
87.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
87.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
87.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
87.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
87.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
86.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
86.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
86.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
86.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
86.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
86.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
85.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
85.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
85.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
84.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
84.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
84.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
83.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
83.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
83.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
83.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
82.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
81.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
81.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
81.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
80.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
80.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
79.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
79.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
79.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
79.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
79.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
79.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
78.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
78.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
78.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
78.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
77.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
77.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
76.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
76.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
76.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
76.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
75.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
74.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
74.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
74.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
73.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
73.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
73.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
73.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
72.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
71.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
71.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
71.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
70.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
69.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
68.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
68.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
67.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
66.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
65.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
65.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
65.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
64.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
63.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
63.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
62.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
62.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
62.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
61.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
61.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
61.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
60.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
59.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
59.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
57.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
56.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
56.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
55.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
54.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
54.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
54.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
53.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
51.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
50.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
49.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
49.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
48.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
48.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
44.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
44.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
43.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
43.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
42.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
41.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
39.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
38.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
36.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
35.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
34.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
33.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
33.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
32.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
28.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
26.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
21.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
17.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
SERPINH1 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
159.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
994.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
827.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
543.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
462.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
445.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
436.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
337.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
325.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
294.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
293.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
251.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
242.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
237.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
235.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
232.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
227.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
224.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
218.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
207.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
197.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
196.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
193.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
183.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
173.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
168.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
157.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
154.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
152.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
152.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
148.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
146.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
146.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
143.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
139.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
137.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
136.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
132.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
131.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
128.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
127.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
126.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
124.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
119.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
118.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
116.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
115.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
115.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
110.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
109.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
109.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
108.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
108.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
107.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
107.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
106.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
106.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
105.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
105.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
104.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
104.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
104.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
104.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
104.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
104.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
103.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
103.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
103.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
102.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
102.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
99.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
98.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
98.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
96.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
96.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
94.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
94.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
93.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
92.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
90.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
90.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
89.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
88.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
88.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
88.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
83.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
81.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
80.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
80.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
78.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
78.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
77.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
75.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
74.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
70.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
67.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
67.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
59.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
59.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
55.5
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.
SERPINH1 is potential prognostic, high expression is unfavorable 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
114.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
577.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
471.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
466.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
332.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
296.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
293.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
281.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
277.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
258.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
252.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
245.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
241.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
232.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
231.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
226.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
224.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
219.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
215.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
208.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
207.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
203.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
196.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
193.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
192.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
188.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
186.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
184.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
182.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
180.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
178.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
178.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
177.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
174.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
173.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
173.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
165.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
164.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
163.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
163.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
156.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
156.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
156.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
155.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
154.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
154.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
153.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
153.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
152.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
152.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
151.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
151.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
151.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
150.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
150.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
150.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
149.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
148.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
147.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
146.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
143.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
142.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
140.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
140.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
140.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
138.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
137.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
137.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
137.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
136.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
136.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
136.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
135.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
133.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
132.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
132.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
131.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
131.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
130.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
129.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
128.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
128.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
128.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
127.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
127.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
126.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
126.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
126.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
126.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
125.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
125.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
124.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
124.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
124.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
122.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
122.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
122.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
121.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
121.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
120.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
119.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
119.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
118.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
117.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
117.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
116.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
115.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
115.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
115.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
115.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
114.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
114.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
113.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
113.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
113.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
113.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
113.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
113.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
113.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
112.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
112.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
112.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
112.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
109.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
109.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
109.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
109.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
109.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
108.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
108.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
108.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
108.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
107.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
106.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
106.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
106.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
105.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
105.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
104.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
103.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
103.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
102.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
102.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
102.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
102.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
101.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
101.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
101.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
101.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
101.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
99.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
99.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
99.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
99.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
99.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
98.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
98.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
96.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
96.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
96.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
96.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
95.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
95.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
95.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
95.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
95.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
95.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
93.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
93.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
93.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
92.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
92.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
91.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
90.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
90.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
89.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
87.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
87.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
87.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
86.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
85.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
85.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
85.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
84.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
84.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
84.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
84.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
83.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
83.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
82.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
82.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
82.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
80.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
80.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
80.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
80.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
80.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
80.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
79.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
78.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
78.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
78.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
78.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
78.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
78.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
77.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
77.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
76.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
76.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
76.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
75.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
75.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
75.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
74.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
74.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
74.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
73.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
73.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
73.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
73.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
72.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
72.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
71.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
70.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
70.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
70.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
70.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
68.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
68.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
68.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
68.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
67.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
67.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
67.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
66.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
64.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
64.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
64.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
63.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
62.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
62.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
61.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
60.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
60.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
60.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
59.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
59.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
59.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
59.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
58.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
57.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
56.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
56.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
54.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
53.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
53.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
52.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
52.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
51.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
51.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
49.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
48.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
48.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
48.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
47.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
47.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
45.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
45.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
44.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
44.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
43.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
42.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
41.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
39.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
34.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
34.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
33.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
32.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
32.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
32.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
28.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
27.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
25.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
1.8
CPT0001340003
Tumor
1.7
CPT0001260009
Tumor
1.4
CPT0066470004
Tumor
1.1
CPT0017850003
Tumor
1.0
CPT0078510003
Tumor
0.9
CPT0011410003
Tumor
0.9
CPT0069160003
Tumor
0.9
CPT0088630003
Tumor
0.9
CPT0084560003
Tumor
0.9
CPT0065690003
Tumor
0.8
CPT0075130003
Tumor
0.8
CPT0088550004
Tumor
0.8
CPT0086030003
Tumor
0.8
CPT0092290003
Tumor
0.8
CPT0081880003
Tumor
0.8
CPT0085670003
Tumor
0.8
CPT0092730003
Tumor
0.7
CPT0079270003
Tumor
0.7
CPT0011240003
Tumor
0.7
CPT0012670003
Tumor
0.7
CPT0075560003
Tumor
0.7
CPT0089460004
Tumor
0.7
CPT0007860003
Tumor
0.7
CPT0088760003
Tumor
0.7
CPT0015910003
Tumor
0.6
CPT0066480003
Tumor
0.6
CPT0021240003
Tumor
0.6
CPT0012080003
Tumor
0.6
CPT0077490003
Tumor
0.6
CPT0081600003
Tumor
0.5
CPT0063630003
Tumor
0.5
CPT0006900003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0092790003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0065870003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0012550003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0025880003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0001270001
Normal
0.3
CPT0077110003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0079380003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0007320003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0086360003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0078830003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0001190001
Normal
-0.3
CPT0025050003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0076350001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0012180003
Tumor
-0.3
CPT0078530001
Normal
-0.3
CPT0000890001
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0014470001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0014130001
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0069190001
Normal
-0.5
CPT0063640001
Normal
-0.5
CPT0013790003
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0012090003
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0082010001
Normal
-0.5
CPT0023360001
Normal
-0.5
CPT0088710001
Normal
-0.5
CPT0086830003
Normal
-0.5
CPT0012570003
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0092310003
Normal
-0.5
CPT0012640003
Normal
-0.6
CPT0063330001
Normal
-0.6
CPT0001510001
Normal
-0.6
CPT0014350001
Normal
-0.6
CPT0007470001
Normal
-0.6
CPT0086970003
Normal
-0.6
CPT0025920001
Normal
-0.6
CPT0066520001
Normal
-0.6
CPT0088970003
Tumor
-0.6
CPT0002370001
Normal
-0.6
CPT0025610001
Normal
-0.6
CPT0078840001
Normal
-0.6
CPT0088500001
Normal
-0.6
CPT0092800003
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0006950001
Normal
-0.6
CPT0087050003
Normal
-0.6
CPT0079510001
Normal
-0.6
CPT0086370003
Normal
-0.7
CPT0088570001
Normal
-0.7
CPT0064400001
Normal
-0.7
CPT0020020001
Normal
-0.7
CPT0079430001
Normal
-0.7
CPT0079300001
Normal
-0.7
CPT0023710001
Normal
-0.7
CPT0069010001
Normal
-0.7
CPT0078660003
Tumor
-0.7
CPT0020130001
Normal
-0.7
CPT0077500001
Normal
-0.7
CPT0001350001
Normal
-0.7
CPT0007870001
Normal
-0.7
CPT0078670001
Normal
-0.7
CPT0006730001
Normal
-0.7
CPT0079180003
Tumor
-0.7
CPT0086890003
Normal
-0.7
CPT0081620001
Normal
-0.7
CPT0009020003
Normal
-0.7
CPT0019160001
Normal
-0.7
CPT0012770003
Normal
-0.8
CPT0088920001
Normal
-0.8
CPT0079000001
Normal
-0.8
CPT0078940001
Normal
-0.8
CPT0065450001
Normal
-0.8
CPT0001550001
Normal
-0.8
CPT0026420001
Normal
-0.8
CPT0009080003
Normal
-0.8
CPT0088640003
Normal
-0.9
CPT0089480003
Normal
-0.9
CPT0000790001
Normal
-0.9
CPT0001230001
Normal
-0.9
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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
