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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.
CRYZ 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
46.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
247.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
136.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
125.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
124.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
121.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
117.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
116.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
110.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
109.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
104.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
103.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
87.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
69.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
67.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
67.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
64.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
64.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
61.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
61.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
60.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
56.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
50.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
49.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
45.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
42.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
42.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
36.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
34.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
33.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
33.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
31.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
31.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
31.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
30.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
30.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
29.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
28.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
26.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
20.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
20.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
19.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
19.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
19.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
19.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
16.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
14.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
12.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
10.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
9.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
8.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 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.
CRYZ is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
146.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
772.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
449.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
448.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
448.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
444.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
422.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
416.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
367.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
364.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
360.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
359.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
345.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
339.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
324.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
322.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
320.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
320.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
318.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
316.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
316.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
316.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
314.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
311.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
311.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
310.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
307.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
307.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
306.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
304.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
304.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
299.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
297.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
295.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
295.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
293.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
286.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
284.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
281.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
280.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
279.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
275.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
274.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
273.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
273.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
269.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
267.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
266.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
265.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
265.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
263.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
263.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
258.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
256.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
256.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
255.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
253.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
251.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
251.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
250.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
249.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
246.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
245.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
244.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
243.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
242.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
239.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
238.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
238.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
238.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
237.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
236.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
236.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
236.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
234.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
232.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
231.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
226.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
225.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
225.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
222.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
222.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
221.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
221.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
218.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
218.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
218.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
218.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
218.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
216.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
215.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
215.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
214.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
214.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
214.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
213.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
213.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
212.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
212.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
211.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
210.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
210.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
210.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
209.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
209.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
208.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
207.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
207.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
206.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
206.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
206.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
206.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
205.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
205.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
204.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
202.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
202.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
200.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
199.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
199.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
198.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
197.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
197.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
197.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
197.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
196.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
196.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
195.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
195.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
195.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
195.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
194.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
194.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
192.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
192.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
192.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
192.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
192.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
191.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
191.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
190.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
189.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
187.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
187.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
187.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
186.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
185.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
184.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
184.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
184.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
182.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
182.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
182.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
181.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
181.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
180.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
180.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
180.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
178.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
178.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
178.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
177.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
177.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
176.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
175.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
174.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
172.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
172.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
172.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
172.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
171.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
170.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
170.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
170.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
170.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
170.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
170.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
169.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
168.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
168.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
167.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
167.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
167.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
166.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
165.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
165.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
165.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
165.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
165.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
164.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
164.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
163.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
163.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
162.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
161.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
160.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
160.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
159.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
159.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
159.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
158.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
158.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
158.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
158.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
156.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
156.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
155.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
155.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
155.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
154.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
154.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
153.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
152.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
152.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
151.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
151.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
150.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
149.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
149.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
149.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
149.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
148.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
147.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
147.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
147.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
147.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
146.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
146.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
146.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
145.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
145.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
145.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
143.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
143.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
142.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
141.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
141.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
141.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
141.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
140.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
140.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
138.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
138.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
138.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
138.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
137.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
137.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
137.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
137.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
136.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
136.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
136.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
135.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
135.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
135.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
134.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
134.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
134.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
134.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
131.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
130.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
130.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
130.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
130.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
129.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
128.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
128.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
128.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
128.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
128.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
128.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
128.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
127.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
126.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
126.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
126.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
125.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
125.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
125.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
125.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
124.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
124.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
124.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
123.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
123.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
123.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
123.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
122.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
122.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
122.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
122.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
122.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
122.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
121.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
121.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
121.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
120.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
120.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
120.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
120.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
119.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
118.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
118.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
118.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
118.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
118.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
117.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
117.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
117.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
117.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
116.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
115.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
115.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
115.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
115.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
114.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
114.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
114.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
114.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
114.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
113.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
113.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
112.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
112.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
111.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
111.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
111.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
111.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
111.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
110.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
110.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
110.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
110.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
110.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
109.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
109.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
109.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
107.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
107.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
107.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
107.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
107.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
106.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
106.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
104.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
104.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
104.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
103.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
103.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
102.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
102.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
101.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
101.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
100.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
100.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
100.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
100.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
99.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
99.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
99.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
98.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
98.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
98.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
96.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
95.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
95.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
95.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
95.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
95.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
94.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
94.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
94.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
92.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
92.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
92.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
91.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
90.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
90.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
90.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
88.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
88.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
87.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
87.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
87.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
87.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
87.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
86.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
86.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
86.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
86.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
86.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
86.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
84.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
84.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
84.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
83.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
82.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
81.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
81.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
80.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
80.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
80.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
79.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
79.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
79.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
78.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
78.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
77.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
77.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
77.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
77.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
77.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
76.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
76.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
75.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
75.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
75.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
75.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
74.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
74.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
74.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
72.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
72.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
72.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
71.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
70.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
70.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
70.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
70.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
70.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
69.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
69.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
68.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
68.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
68.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
68.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
68.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
67.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
67.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
66.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
66.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
65.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
65.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
64.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
63.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
63.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
60.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
60.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
60.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
59.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
59.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
59.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
59.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
59.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
58.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
57.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
57.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
57.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
56.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
56.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
56.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
56.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
56.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
55.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
55.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
54.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
52.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
50.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
50.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
50.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
49.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
48.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
48.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
48.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
47.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
47.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
46.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
45.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
44.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
44.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
43.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
43.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
42.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
41.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
41.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
40.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
40.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
39.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
37.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
37.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
37.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
37.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
37.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
36.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
36.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
35.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
34.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
33.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
33.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
31.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
30.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
27.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
23.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
22.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
21.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
21.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
16.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
16.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
15.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
13.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
13.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
10.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 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.
CRYZ 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
185.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
464.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
392.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
367.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
326.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
319.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
315.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
308.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
306.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
303.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
299.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
299.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
294.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
291.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
287.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
285.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
283.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
283.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
281.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
272.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
263.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
253.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
250.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
249.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
247.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
244.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
234.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
232.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
224.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
217.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
217.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
217.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
216.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
215.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
215.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
211.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
211.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
211.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
204.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
203.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
201.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
192.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
189.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
186.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
184.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
183.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
183.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
183.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
182.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
181.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
179.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
176.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
175.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
173.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
172.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
170.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
164.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
162.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
158.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
158.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
157.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
156.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
154.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
153.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
151.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
144.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
143.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
142.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
142.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
140.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
139.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
137.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
132.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
132.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
122.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
122.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
122.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
118.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
118.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
114.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
113.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
110.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
106.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
105.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
104.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
103.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
101.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
96.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
92.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
90.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
85.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
83.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
79.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
73.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
66.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
61.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
60.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
45.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
39.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 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.
CRYZ is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
140.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
554.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
439.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
420.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
353.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
353.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
340.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
334.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
326.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
322.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
313.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
313.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
312.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
301.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
298.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
294.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
290.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
276.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
272.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
268.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
260.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
258.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
257.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
250.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
249.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
248.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
246.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
244.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
239.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
237.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
233.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
232.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
230.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
223.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
223.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
219.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
217.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
217.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
217.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
216.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
215.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
213.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
213.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
212.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
212.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
211.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
211.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
209.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
209.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
205.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
204.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
203.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
203.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
202.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
201.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
201.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
200.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
199.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
197.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
195.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
194.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
192.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
191.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
191.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
187.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
186.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
185.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
185.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
182.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
179.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
179.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
178.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
177.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
177.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
177.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
177.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
176.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
174.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
173.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
167.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
166.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
166.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
166.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
166.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
163.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
162.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
162.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
161.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
160.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
160.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
159.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
158.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
156.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
156.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
155.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
155.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
154.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
154.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
152.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
152.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
152.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
151.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
151.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
150.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
150.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
149.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
149.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
149.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
149.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
147.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
147.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
146.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
146.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
145.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
145.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
145.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
145.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
144.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
144.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
144.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
143.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
143.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
141.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
137.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
137.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
136.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
135.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
134.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
134.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
133.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
133.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
132.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
132.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
132.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
131.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
129.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
129.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
129.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
129.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
127.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
126.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
125.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
125.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
125.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
124.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
123.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
123.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
123.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
122.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
122.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
121.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
119.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
119.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
119.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
119.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
117.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
116.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
116.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
115.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
115.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
114.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
114.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
114.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
114.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
114.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
113.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
113.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
111.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
111.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
110.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
110.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
109.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
109.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
109.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
107.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
107.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
106.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
103.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
103.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
103.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
101.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
99.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
99.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
99.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
98.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
98.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
98.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
98.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
97.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
96.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
96.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
96.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
95.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
95.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
93.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
92.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
92.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
92.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
92.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
92.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
92.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
92.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
91.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
91.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
90.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
90.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
88.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
88.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
87.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
87.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
86.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
86.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
85.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
83.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
83.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
82.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
82.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
82.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
82.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
81.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
81.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
81.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
81.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
81.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
80.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
79.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
79.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
79.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
77.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
76.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
76.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
75.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
75.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
71.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
71.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
71.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
69.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
69.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
69.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
68.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
67.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
65.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
65.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
64.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
63.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
62.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
62.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
61.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
61.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
61.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
61.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
60.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
60.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
58.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
57.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
56.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
56.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
54.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
54.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
54.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
53.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
52.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
50.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
49.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
49.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
47.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
45.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
43.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
40.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
39.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
39.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
38.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
36.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
29.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
28.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
26.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
24.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
17.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
16.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
0.9
CPT0009080003
Normal
0.7
CPT0065450001
Normal
0.7
CPT0025110003
Tumor
0.6
CPT0010170001
Normal
0.6
CPT0012770003
Normal
0.6
CPT0081620001
Normal
0.6
CPT0092800003
Normal
0.6
CPT0088780001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0025610001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0078840001
Normal
0.5
CPT0026420001
Normal
0.5
CPT0077140001
Normal
0.5
CPT0007870001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0078670001
Normal
0.4
CPT0089480003
Normal
0.4
CPT0025060001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0024670003
Tumor
0.4
CPT0087050003
Normal
0.4
CPT0064400001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0001350001
Normal
0.4
CPT0012090003
Normal
0.4
CPT0023360001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0066430001
Normal
0.4
CPT0086370003
Normal
0.4
CPT0023710001
Normal
0.4
CPT0076350001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0000790001
Normal
0.3
CPT0020120003
Tumor
0.3
CPT0078940001
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0082010001
Normal
0.3
CPT0069000003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0079430001
Normal
0.3
CPT0078830003
Tumor
0.3
CPT0086890003
Normal
0.3
CPT0069010001
Normal
0.3
CPT0007320003
Tumor
0.3
CPT0006950001
Normal
0.3
CPT0078530001
Normal
0.3
CPT0009060003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0007470001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0020130001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0025920001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0079000001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0065810003
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0079270003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0088640003
Normal
0.2
CPT0075570001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0012570003
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0001190001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0077310003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0077490003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0009000003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0092160003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0078930003
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0063320003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0015810003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0079510001
Normal
-0.4
CPT0081600003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0078660003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0089040001
Normal
-0.4
CPT0084560003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0014160003
Tumor
-0.5
CPT0001220008
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0075170001
Normal
-0.5
CPT0079410003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0081990003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
CPT0088900003
Tumor
-0.5
CPT0012550003
Tumor
-0.5
CPT0075130003
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0078990003
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0023350003
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0001270001
Normal
-0.7
CPT0084590001
Normal
-0.7
CPT0019130003
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0014450004
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0014470001
Normal
-0.7
CPT0012180003
Tumor
-0.7
CPT0092190003
Normal
-0.8
CPT0088630003
Tumor
-0.8
CPT0066480003
Tumor
-0.8
CPT0011410003
Tumor
-0.8
CPT0065870003
Tumor
-0.8
CPT0092730003
Tumor
-0.8
CPT0089020003
Tumor
-0.8
CPT0086950003
Tumor
-0.8
CPT0079230003
Tumor
-0.8
CPT0081880003
Tumor
-0.9
CPT0088690003
Tumor
-0.9
CPT0079380003
Tumor
-1.0
CPT0063630003
Tumor
-1.0
CPT0088760003
Tumor
-1.0
CPT0085670003
Tumor
-1.1
CPT0017850003
Tumor
-1.1
CPT0001340003
Tumor
-1.4
CPT0079180003
Tumor
-1.6
CPT0088550004
Tumor
-1.6
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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
