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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.
ZFAND5 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
74.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
176.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
175.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
153.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
151.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
134.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
134.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
127.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
112.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
111.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
109.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
102.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
100.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
98.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
93.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
92.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
91.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
90.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
90.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
88.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
85.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
84.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
83.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
83.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
80.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
78.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
77.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
73.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
73.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
70.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
68.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
66.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
66.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
64.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
63.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
62.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
62.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
62.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
60.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
60.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
59.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
58.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
58.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
57.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
55.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
52.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
52.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
51.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
50.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
49.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
47.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
47.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
45.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
45.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
42.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
41.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
40.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
39.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
38.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
33.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
32.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
28.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
26.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
16.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 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.
ZFAND5 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
86.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
521.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
514.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
477.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
359.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
357.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
354.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
341.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
330.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
316.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
280.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
279.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
277.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
273.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
267.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
256.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
240.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
240.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
238.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
237.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
233.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
232.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
228.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
225.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
224.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
218.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
217.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
216.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
214.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
213.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
210.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
210.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
208.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
205.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
203.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
201.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
201.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
193.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
191.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
186.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
185.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
183.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
182.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
173.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
169.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
168.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
168.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
166.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
166.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
164.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
162.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
155.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
153.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
150.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
149.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
148.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
145.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
144.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
143.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
143.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
141.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
140.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
138.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
137.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
135.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
134.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
134.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
134.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
133.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
132.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
132.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
131.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
129.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
128.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
126.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
126.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
124.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
123.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
123.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
121.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
121.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
121.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
119.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
119.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
119.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
118.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
118.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
118.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
118.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
117.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
117.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
116.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
114.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
113.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
113.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
112.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
112.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
112.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
111.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
110.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
109.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
108.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
108.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
108.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
108.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
107.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
106.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
106.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
104.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
104.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
104.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
104.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
103.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
101.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
101.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
101.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
101.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
100.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
100.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
99.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
99.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
98.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
98.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
97.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
97.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
97.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
97.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
95.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
95.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
95.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
94.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
94.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
94.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
94.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
94.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
93.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
93.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
93.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
93.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
93.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
93.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
92.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
92.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
92.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
91.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
91.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
90.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
90.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
90.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
89.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
89.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
89.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
89.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
88.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
88.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
88.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
87.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
87.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
87.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
87.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
86.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
86.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
86.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
86.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
86.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
85.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
85.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
85.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
85.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
85.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
85.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
85.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
84.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
84.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
84.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
83.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
83.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
83.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
83.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
83.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
83.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
82.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
82.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
82.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
82.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
81.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
81.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
81.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
81.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
81.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
80.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
80.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
80.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
80.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
79.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
79.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
79.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
79.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
78.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
78.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
78.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
77.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
77.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
77.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
77.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
77.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
77.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
76.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
76.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
76.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
76.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
76.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
75.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
75.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
75.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
75.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
75.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
75.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
74.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
74.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
73.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
73.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
73.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
73.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
73.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
73.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
73.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
73.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
72.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
72.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
72.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
72.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
72.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
71.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
71.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
71.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
71.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
71.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
71.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
70.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
70.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
70.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
70.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
70.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
70.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
69.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
69.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
69.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
69.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
69.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
69.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
69.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
68.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
68.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
68.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
68.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
68.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
67.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
67.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
67.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
67.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
67.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
67.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
67.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
66.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
66.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
66.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
66.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
66.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
66.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
66.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
66.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
65.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
65.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
65.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
64.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
64.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
64.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
64.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
64.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
63.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
63.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
63.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
63.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
63.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
63.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
63.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
62.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
62.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
62.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
62.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
62.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
62.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
62.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
62.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
62.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
62.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
62.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
62.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
62.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
61.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
61.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
61.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
61.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
61.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
61.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
61.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
61.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
61.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
60.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
60.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
60.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
60.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
60.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
60.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
60.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
60.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
60.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
60.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
60.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
60.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
60.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
59.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
59.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
59.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
59.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
59.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
59.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
59.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
59.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
58.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
58.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
58.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
58.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
58.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
57.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
57.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
57.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
57.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
57.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
57.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
57.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
56.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
56.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
56.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
56.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
56.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
56.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
56.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
56.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
56.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
55.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
55.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
55.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
55.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
55.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
55.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
54.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
54.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
54.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
54.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
54.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
54.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
53.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
53.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
53.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
53.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
53.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
53.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
52.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
52.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
52.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
52.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
52.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
52.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
52.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
52.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
51.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
51.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
51.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
51.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
51.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
51.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
51.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
51.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
51.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
50.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
50.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
50.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
50.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
50.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
50.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
50.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
50.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
50.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
50.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
49.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
49.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
49.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
49.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
49.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
49.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
49.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
48.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
48.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
48.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
48.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
48.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
48.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
48.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
48.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
48.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
48.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
47.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
47.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
47.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
47.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
47.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
46.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
46.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
46.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
46.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
46.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
46.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
46.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
46.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
46.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
46.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
45.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
45.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
45.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
45.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
45.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
45.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
45.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
45.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
45.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
45.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
44.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
44.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
44.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
44.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
44.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
43.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
43.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
42.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
42.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
42.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
42.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
42.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
42.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
42.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
42.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
42.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
42.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
41.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
41.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
41.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
41.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
41.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
41.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
40.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
40.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
40.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
40.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
39.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
39.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
39.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
39.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
39.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
39.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
39.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
39.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
38.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
38.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
38.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
38.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
38.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
38.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
38.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
38.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
37.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
37.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
37.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
36.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
36.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
36.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
35.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
35.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
35.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
35.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
34.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
34.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
33.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
33.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
33.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
31.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
31.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
31.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
31.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
31.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
31.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
30.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
30.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
30.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
30.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
29.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
28.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
28.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
26.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
26.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
26.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
24.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
24.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
20.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
19.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZFAND5 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
94.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
613.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
220.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
212.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
187.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
179.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
171.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
162.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
153.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
151.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
147.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
133.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
127.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
121.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
119.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
117.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
117.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
113.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
112.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
110.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
110.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
109.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
108.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
106.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
105.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
104.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
104.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
104.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
101.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
100.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
99.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
99.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
99.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
96.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
95.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
94.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
92.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
91.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
91.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
91.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
90.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
90.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
90.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
89.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
88.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
88.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
85.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
85.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
84.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
83.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
83.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
83.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
82.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
80.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
79.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
79.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
77.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
76.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
76.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
76.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
76.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
75.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
75.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
75.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
73.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
73.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
72.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
71.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
71.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
71.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
69.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
69.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
68.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
67.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
66.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
66.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
66.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
65.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
65.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
65.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
64.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
64.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
64.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
63.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
62.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
60.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
58.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
57.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
57.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
57.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
54.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
54.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
54.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
53.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
51.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
50.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
50.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
47.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZFAND5 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
68.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
236.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
195.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
194.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
173.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
164.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
159.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
157.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
148.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
148.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
144.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
138.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
138.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
137.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
131.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
125.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
123.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
121.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
121.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
121.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
119.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
118.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
118.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
115.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
114.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
114.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
113.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
108.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
105.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
105.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
105.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
105.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
104.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
100.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
99.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
99.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
99.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
99.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
97.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
96.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
95.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
94.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
94.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
93.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
91.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
90.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
90.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
90.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
90.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
90.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
89.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
89.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
89.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
89.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
89.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
88.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
87.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
86.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
86.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
86.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
85.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
85.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
84.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
84.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
83.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
83.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
83.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
83.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
83.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
82.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
82.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
82.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
82.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
81.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
81.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
81.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
81.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
81.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
81.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
80.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
79.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
78.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
77.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
77.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
77.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
76.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
76.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
76.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
75.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
75.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
75.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
75.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
75.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
75.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
74.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
74.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
73.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
72.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
72.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
72.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
72.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
72.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
71.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
71.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
71.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
70.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
70.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
70.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
70.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
70.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
70.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
70.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
70.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
69.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
68.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
68.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
68.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
68.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
67.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
67.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
67.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
67.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
67.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
67.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
67.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
67.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
66.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
66.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
65.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
65.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
65.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
65.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
65.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
65.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
65.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
65.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
65.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
64.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
64.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
64.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
64.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
64.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
64.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
64.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
63.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
63.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
63.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
63.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
62.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
62.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
62.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
62.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
62.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
61.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
61.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
61.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
61.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
61.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
61.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
61.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
61.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
61.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
60.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
60.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
60.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
59.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
59.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
59.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
58.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
58.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
58.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
58.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
58.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
57.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
57.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
56.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
56.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
56.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
55.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
55.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
55.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
55.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
55.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
55.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
55.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
55.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
55.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
54.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
54.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
54.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
54.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
54.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
53.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
53.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
52.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
52.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
51.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
51.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
51.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
51.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
51.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
50.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
50.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
50.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
49.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
49.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
49.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
48.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
48.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
48.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
48.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
48.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
48.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
47.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
47.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
47.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
46.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
46.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
46.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
46.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
46.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
46.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
45.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
45.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
45.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
45.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
44.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
44.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
44.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
44.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
43.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
43.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
43.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
42.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
42.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
40.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
40.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
40.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
40.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
40.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
39.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
39.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
39.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
38.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
38.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
38.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
37.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
37.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
37.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
36.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
36.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
36.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
36.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
35.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
33.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
32.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
31.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
31.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
31.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
31.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
30.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
30.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
30.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
30.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
30.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
29.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
27.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
27.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
26.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
25.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
23.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
22.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
21.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
20.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
20.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
19.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
16.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
15.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
12.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009060003
Tumor
0.7
CPT0014130001
Normal
0.7
CPT0017850003
Tumor
0.7
CPT0001270001
Normal
0.6
CPT0012180003
Tumor
0.6
CPT0079410003
Tumor
0.6
CPT0084590001
Normal
0.6
CPT0078660003
Tumor
0.5
CPT0078530001
Normal
0.5
CPT0001340003
Tumor
0.5
CPT0079180003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0092190003
Normal
0.5
CPT0088550004
Tumor
0.5
CPT0075170001
Normal
0.4
CPT0077320001
Normal
0.4
CPT0025610001
Normal
0.4
CPT0012640003
Normal
0.4
CPT0092800003
Normal
0.4
CPT0001180009
Tumor
0.4
CPT0006950001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0023350003
Tumor
0.3
CPT0002270011
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0017450001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0077490003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0084560003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0001260009
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0077500001
Normal
0.2
CPT0012550003
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0078840001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0020130001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0082010001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0081620001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0092160003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0012570003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0025050003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0012770003
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0069160003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0025880003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0021240003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0020020001
Normal
-0.3
CPT0088690003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0065450001
Normal
-0.3
CPT0025170003
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0011410003
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0076330003
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0001550001
Normal
-0.6
CPT0025290003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0081880003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0078510003
Tumor
-0.6
CPT0001500009
Tumor
-0.7
CPT0077310003
Tumor
-0.9
CPT0064370003
Tumor
-1.2
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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
