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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.
HSPB8 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
49.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
346.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
244.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
224.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
211.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
161.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
138.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
120.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
94.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
93.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
85.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
81.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
77.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
71.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
68.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
65.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
61.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
59.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
55.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
49.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
46.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
46.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
45.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
40.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
38.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
36.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
35.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
35.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
33.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
29.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
29.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
28.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
27.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
25.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
24.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
23.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
20.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
20.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
20.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
19.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
16.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
15.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
15.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
15.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
14.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
11.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
11.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
9.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
5.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
4.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
3.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 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.
HSPB8 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
142.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
652.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
605.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
561.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
525.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
433.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
398.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
393.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
379.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
363.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
362.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
358.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
357.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
349.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
342.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
340.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
330.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
323.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
322.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
318.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
316.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
312.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
308.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
299.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
298.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
297.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
296.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
295.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
290.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
287.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
287.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
285.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
280.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
279.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
277.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
274.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
271.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
270.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
267.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
267.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
265.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
263.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
262.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
262.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
261.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
261.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
261.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
256.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
256.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
256.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
253.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
251.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
249.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
248.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
247.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
247.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
247.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
244.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
244.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
244.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
244.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
243.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
240.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
237.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
237.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
234.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
233.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
232.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
231.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
229.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
227.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
227.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
226.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
226.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
224.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
223.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
223.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
222.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
222.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
221.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
220.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
220.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
218.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
216.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
216.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
216.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
215.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
215.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
215.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
214.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
214.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
213.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
211.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
210.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
209.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
209.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
209.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
208.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
208.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
208.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
208.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
207.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
206.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
206.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
205.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
205.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
205.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
205.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
204.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
203.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
202.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
199.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
199.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
198.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
197.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
197.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
197.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
194.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
194.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
192.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
191.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
190.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
189.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
189.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
189.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
189.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
188.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
187.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
186.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
185.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
185.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
185.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
184.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
184.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
183.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
183.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
182.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
182.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
181.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
181.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
180.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
178.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
177.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
175.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
174.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
174.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
173.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
173.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
173.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
172.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
170.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
170.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
169.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
169.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
168.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
167.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
166.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
164.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
163.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
163.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
163.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
163.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
163.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
162.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
161.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
161.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
161.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
161.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
160.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
160.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
160.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
160.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
159.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
159.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
159.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
158.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
158.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
158.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
157.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
157.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
157.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
156.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
155.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
155.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
154.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
153.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
153.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
153.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
152.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
152.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
152.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
152.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
151.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
151.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
150.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
150.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
149.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
149.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
149.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
149.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
149.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
149.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
148.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
147.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
147.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
147.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
147.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
146.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
146.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
146.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
146.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
146.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
146.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
146.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
145.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
145.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
145.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
144.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
143.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
143.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
142.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
140.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
140.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
140.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
140.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
140.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
140.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
139.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
139.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
139.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
138.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
138.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
138.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
137.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
136.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
136.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
136.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
136.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
135.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
135.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
135.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
135.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
135.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
134.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
133.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
132.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
132.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
131.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
131.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
130.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
130.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
130.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
129.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
129.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
129.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
129.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
129.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
129.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
128.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
128.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
128.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
127.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
127.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
127.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
127.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
126.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
126.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
126.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
126.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
126.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
126.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
126.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
125.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
124.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
124.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
123.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
122.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
122.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
121.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
121.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
121.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
121.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
121.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
121.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
120.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
120.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
120.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
120.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
120.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
119.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
119.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
118.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
118.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
117.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
117.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
117.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
117.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
116.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
116.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
116.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
116.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
115.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
115.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
115.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
115.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
115.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
115.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
114.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
114.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
113.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
113.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
113.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
113.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
112.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
111.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
111.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
111.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
111.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
111.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
110.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
110.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
110.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
110.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
109.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
109.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
108.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
108.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
108.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
108.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
107.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
106.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
106.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
106.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
105.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
105.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
105.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
105.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
105.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
104.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
103.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
103.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
102.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
102.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
102.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
101.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
101.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
101.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
101.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
101.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
101.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
100.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
100.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
100.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
100.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
100.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
99.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
98.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
98.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
97.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
97.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
97.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
96.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
96.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
95.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
95.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
95.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
95.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
94.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
93.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
93.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
93.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
93.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
92.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
91.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
91.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
90.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
90.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
90.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
90.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
89.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
88.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
87.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
87.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
86.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
86.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
85.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
85.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
84.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
84.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
84.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
84.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
84.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
83.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
83.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
83.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
82.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
82.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
81.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
80.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
79.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
79.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
78.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
78.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
77.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
77.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
77.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
77.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
77.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
77.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
76.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
76.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
76.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
76.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
76.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
76.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
75.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
74.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
74.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
74.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
73.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
72.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
72.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
72.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
71.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
71.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
71.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
69.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
69.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
68.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
68.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
68.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
68.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
68.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
68.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
66.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
66.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
66.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
66.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
66.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
65.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
65.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
64.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
64.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
64.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
63.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
63.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
62.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
62.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
62.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
61.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
61.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
60.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
60.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
60.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
59.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
59.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
57.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
57.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
57.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
57.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
55.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
54.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
54.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
54.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
54.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
53.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
53.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
53.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
52.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
52.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
51.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
50.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
50.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
49.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
48.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
48.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
48.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
47.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
46.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
44.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
44.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
44.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
43.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
43.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
42.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
42.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
41.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
40.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
40.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
40.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
39.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
39.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
37.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
37.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
37.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
36.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
34.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
29.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
28.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
27.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
26.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
26.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
26.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
25.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
20.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
18.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
18.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
18.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
17.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
16.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
15.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 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.
HSPB8 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
158.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
403.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
400.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
386.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
373.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
361.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
318.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
311.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
278.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
269.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
267.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
260.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
254.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
253.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
251.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
247.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
243.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
237.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
235.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
232.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
229.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
224.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
221.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
220.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
220.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
218.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
211.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
207.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
198.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
196.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
193.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
186.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
183.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
182.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
178.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
177.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
176.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
174.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
172.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
168.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
167.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
166.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
161.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
160.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
151.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
150.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
146.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
144.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
143.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
142.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
141.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
139.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
136.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
134.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
131.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
130.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
129.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
129.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
128.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
128.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
123.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
121.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
119.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
116.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
113.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
112.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
111.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
109.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
109.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
107.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
105.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
104.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
102.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
100.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
100.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
99.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
99.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
97.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
96.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
94.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
91.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
88.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
88.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
81.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
78.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
77.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
75.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
73.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
73.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
72.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
70.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
69.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
67.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
65.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
50.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
44.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
32.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
32.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
29.2
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.
HSPB8 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
137.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
757.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
576.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
441.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
417.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
399.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
361.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
357.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
353.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
337.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
317.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
311.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
308.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
304.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
296.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
293.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
289.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
285.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
285.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
279.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
277.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
274.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
273.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
261.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
258.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
257.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
254.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
253.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
250.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
248.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
242.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
239.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
230.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
229.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
229.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
226.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
224.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
221.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
221.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
220.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
215.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
212.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
211.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
211.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
208.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
205.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
205.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
204.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
201.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
199.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
198.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
198.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
197.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
196.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
194.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
191.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
190.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
189.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
189.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
187.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
186.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
185.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
185.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
184.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
183.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
179.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
179.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
175.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
175.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
175.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
173.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
173.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
172.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
170.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
168.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
168.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
168.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
165.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
165.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
165.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
164.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
163.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
162.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
161.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
161.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
158.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
158.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
156.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
156.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
152.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
150.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
149.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
149.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
149.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
148.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
148.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
148.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
148.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
147.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
145.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
143.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
143.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
140.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
139.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
138.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
138.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
137.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
137.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
136.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
135.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
134.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
134.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
134.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
134.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
132.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
132.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
131.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
131.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
130.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
130.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
129.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
129.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
129.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
128.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
126.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
126.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
126.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
126.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
126.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
126.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
125.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
124.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
124.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
123.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
123.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
122.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
122.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
122.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
122.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
120.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
120.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
120.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
118.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
118.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
118.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
118.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
117.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
117.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
117.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
117.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
116.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
116.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
116.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
116.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
115.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
115.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
115.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
114.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
113.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
113.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
113.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
113.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
112.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
111.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
111.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
110.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
110.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
109.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
109.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
108.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
108.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
107.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
107.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
107.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
107.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
105.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
105.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
104.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
104.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
103.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
103.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
102.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
102.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
101.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
100.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
100.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
98.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
97.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
96.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
95.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
94.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
93.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
93.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
92.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
92.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
91.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
90.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
89.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
88.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
88.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
87.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
86.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
85.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
85.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
85.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
84.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
84.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
83.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
83.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
82.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
80.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
80.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
79.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
79.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
78.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
77.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
75.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
75.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
75.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
74.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
74.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
74.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
73.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
72.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
71.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
70.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
69.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
69.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
68.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
68.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
68.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
68.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
67.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
66.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
64.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
63.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
63.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
62.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
62.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
62.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
61.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
59.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
58.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
57.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
57.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
55.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
55.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
53.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
52.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
52.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
50.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
49.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
49.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
49.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
48.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
47.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
46.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
45.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
43.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
40.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
40.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
40.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
39.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
37.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
37.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
36.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
35.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
33.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
33.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
32.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
30.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
25.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
24.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
24.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
24.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
23.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
20.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
19.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
17.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
15.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
2.2
CPT0002270011
Tumor
1.5
CPT0023350003
Tumor
1.4
CPT0024670003
Tumor
1.3
CPT0012550003
Tumor
1.2
CPT0086820003
Tumor
1.2
CPT0065430003
Tumor
1.1
CPT0079410003
Tumor
1.1
CPT0007320003
Tumor
1.0
CPT0025880003
Tumor
1.0
CPT0012370003
Tumor
1.0
CPT0014450004
Tumor
1.0
CPT0012280003
Tumor
0.9
CPT0001540009
Tumor
0.9
CPT0017410003
Tumor
0.9
CPT0081880003
Tumor
0.8
CPT0012670003
Tumor
0.8
CPT0088970003
Tumor
0.8
CPT0079270003
Tumor
0.8
CPT0014160003
Tumor
0.8
CPT0009060003
Tumor
0.8
CPT0019130003
Tumor
0.7
CPT0025050003
Tumor
0.7
CPT0078800003
Tumor
0.7
CPT0002350011
Tumor
0.7
CPT0079480003
Tumor
0.7
CPT0009000003
Tumor
0.7
CPT0071150004
Tumor
0.6
CPT0011410003
Tumor
0.6
CPT0086360003
Tumor
0.6
CPT0088480003
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0010110003
Tumor
0.6
CPT0025110003
Tumor
0.6
CPT0011240003
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0014370004
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0006440003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0065750003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0001190001
Normal
0.4
CPT0001260009
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0092160003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0076350001
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0075560003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0025580004
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0023690003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0012290003
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0089020003
Tumor
-0.2
CPT0017450001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0086030003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0092800003
Normal
-0.2
CPT0077320001
Normal
-0.3
CPT0089460004
Tumor
-0.3
CPT0012570003
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0088760003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0014470001
Normal
-0.4
CPT0084560003
Tumor
-0.4
CPT0026420001
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0017850003
Tumor
-0.4
CPT0082010001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0066520001
Normal
-0.5
CPT0092190003
Normal
-0.5
CPT0065820001
Normal
-0.5
CPT0089040001
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0025290003
Tumor
-0.5
CPT0064400001
Normal
-0.5
CPT0001350001
Normal
-0.5
CPT0010170001
Normal
-0.6
CPT0088570001
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0019160001
Normal
-0.6
CPT0025170003
Tumor
-0.6
CPT0014350001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0000660001
Normal
-0.7
CPT0087050003
Normal
-0.7
CPT0020130001
Normal
-0.7
CPT0069010001
Normal
-0.7
CPT0063330001
Normal
-0.7
CPT0088500001
Normal
-0.7
CPT0075170001
Normal
-0.7
CPT0086890003
Normal
-0.7
CPT0014130001
Normal
-0.8
CPT0077500001
Normal
-0.8
CPT0086830003
Normal
-0.8
CPT0007470001
Normal
-0.8
CPT0065450001
Normal
-0.8
CPT0088710001
Normal
-0.8
CPT0024680001
Normal
-0.8
CPT0007870001
Normal
-0.9
CPT0025610001
Normal
-0.9
CPT0092310003
Normal
-0.9
CPT0066430001
Normal
-0.9
CPT0088780001
Normal
-0.9
CPT0000790001
Normal
-0.9
CPT0001550001
Normal
-0.9
CPT0081620001
Normal
-1.0
CPT0002370001
Normal
-1.0
CPT0079510001
Normal
-1.0
CPT0025920001
Normal
-1.0
CPT0009080003
Normal
-1.1
CPT0079000001
Normal
-1.1
CPT0078940001
Normal
-1.1
CPT0006950001
Normal
-1.1
CPT0023710001
Normal
-1.1
CPT0078840001
Normal
-1.2
CPT0089480003
Normal
-1.2
CPT0086370003
Normal
-1.2
CPT0009020003
Normal
-1.3
CPT0088550004
Tumor
-1.3
CPT0001510001
Normal
-1.3
CPT0012770003
Normal
-1.4
CPT0079300001
Normal
-1.4
CPT0078670001
Normal
-1.4
CPT0088640003
Normal
-1.5
CPT0012640003
Normal
-1.6
CPT0001230001
Normal
-1.7
CPT0079180003
Tumor
-2.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
