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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.
CX3CL1 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
50.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
308.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
212.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
187.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
129.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
127.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
113.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
100.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
92.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
91.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
82.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
81.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
79.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
78.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
75.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
74.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
72.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
69.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
63.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
62.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
55.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
54.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
48.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
48.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
46.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
44.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
42.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
37.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
34.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
34.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
32.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
31.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
31.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
31.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
30.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
30.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
29.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
29.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
28.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
26.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
25.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
25.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
24.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
24.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
24.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
23.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
23.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
21.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
17.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
17.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
15.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
12.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
2.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
CX3CL1 is validated 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
90.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
302.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
300.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
299.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
275.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
268.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
266.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
258.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
250.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
245.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
236.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
229.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
226.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
226.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
219.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
217.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
216.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
211.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
209.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
208.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
206.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
204.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
201.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
197.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
196.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
194.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
187.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
184.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
181.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
177.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
176.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
175.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
174.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
173.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
173.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
170.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
169.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
169.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
168.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
167.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
167.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
166.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
166.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
165.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
162.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
162.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
161.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
161.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
160.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
159.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
158.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
157.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
157.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
156.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
155.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
154.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
154.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
154.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
153.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
153.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
153.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
153.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
153.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
151.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
151.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
150.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
148.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
148.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
147.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
147.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
146.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
146.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
146.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
145.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
145.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
144.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
144.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
142.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
141.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
141.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
141.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
140.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
140.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
139.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
139.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
138.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
138.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
138.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
137.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
137.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
137.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
137.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
136.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
136.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
135.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
134.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
134.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
134.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
133.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
133.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
133.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
133.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
132.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
131.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
131.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
130.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
130.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
129.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
129.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
129.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
129.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
129.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
128.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
127.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
127.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
127.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
127.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
126.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
125.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
124.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
124.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
124.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
123.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
122.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
122.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
121.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
121.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
121.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
121.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
121.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
120.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
120.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
120.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
119.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
119.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
118.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
118.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
118.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
117.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
117.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
117.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
117.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
117.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
116.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
116.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
116.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
115.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
115.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
115.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
114.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
114.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
114.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
114.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
114.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
113.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
113.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
113.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
112.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
112.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
112.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
112.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
111.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
111.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
111.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
111.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
111.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
110.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
110.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
110.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
109.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
109.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
109.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
109.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
108.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
108.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
108.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
108.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
108.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
107.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
106.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
106.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
106.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
105.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
105.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
104.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
103.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
103.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
103.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
102.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
102.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
102.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
102.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
102.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
102.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
102.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
101.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
101.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
101.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
101.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
101.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
100.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
100.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
100.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
99.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
99.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
98.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
98.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
98.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
98.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
97.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
97.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
97.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
97.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
96.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
96.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
96.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
96.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
96.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
95.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
95.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
95.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
95.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
94.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
94.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
94.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
93.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
93.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
92.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
92.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
92.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
92.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
92.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
91.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
91.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
91.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
91.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
90.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
90.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
89.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
89.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
89.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
89.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
88.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
88.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
88.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
88.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
88.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
88.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
88.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
87.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
87.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
87.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
87.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
87.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
86.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
85.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
85.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
85.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
84.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
84.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
84.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
84.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
84.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
84.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
84.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
83.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
83.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
83.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
83.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
82.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
82.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
82.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
82.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
82.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
82.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
81.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
81.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
81.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
80.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
80.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
80.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
80.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
79.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
79.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
79.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
79.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
79.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
79.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
78.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
78.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
77.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
77.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
77.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
77.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
77.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
77.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
76.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
75.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
75.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
75.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
75.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
75.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
75.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
74.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
74.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
74.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
74.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
73.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
73.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
73.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
72.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
72.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
72.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
72.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
72.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
71.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
70.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
70.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
70.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
70.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
70.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
70.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
69.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
69.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
69.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
69.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
69.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
68.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
68.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
68.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
68.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
67.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
67.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
67.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
66.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
66.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
66.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
66.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
66.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
66.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
66.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
66.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
65.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
65.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
65.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
65.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
65.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
64.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
64.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
64.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
64.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
64.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
63.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
63.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
63.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
63.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
63.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
63.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
62.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
61.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
61.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
60.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
60.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
60.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
60.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
59.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
59.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
58.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
58.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
58.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
57.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
57.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
57.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
57.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
57.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
57.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
56.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
56.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
56.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
56.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
55.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
55.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
55.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
55.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
54.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
54.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
54.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
54.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
54.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
54.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
53.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
53.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
52.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
52.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
52.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
51.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
51.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
51.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
50.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
50.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
50.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
49.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
49.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
49.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
49.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
49.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
49.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
48.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
47.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
47.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
46.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
45.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
45.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
45.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
45.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
44.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
44.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
44.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
43.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
43.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
43.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
43.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
43.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
42.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
42.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
42.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
42.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
41.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
41.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
40.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
39.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
39.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
38.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
38.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
38.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
37.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
37.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
36.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
36.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
35.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
35.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
35.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
35.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
35.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
35.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
35.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
34.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
33.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
32.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
32.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
32.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
32.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
32.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
32.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
32.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
32.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
31.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
28.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
28.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
28.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
28.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
27.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
27.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
27.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
26.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
25.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
25.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
25.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
25.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
25.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
23.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
23.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
23.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
23.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
22.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
22.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
20.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
20.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
20.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
19.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
19.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
18.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
18.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
18.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
17.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
17.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
17.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
16.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
15.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
15.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
14.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
12.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
11.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
11.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
9.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
9.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
8.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
3.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 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.
CX3CL1 is validated prognostic, high expression is favorable 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
87.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
209.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
194.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
176.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
164.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
160.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
159.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
158.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
158.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
151.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
149.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
149.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
146.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
145.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
141.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
138.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
137.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
136.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
134.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
133.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
132.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
127.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
126.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
123.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
122.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
122.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
118.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
118.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
117.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
117.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
115.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
112.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
112.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
111.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
110.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
110.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
109.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
106.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
105.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
105.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
105.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
102.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
99.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
98.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
98.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
98.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
97.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
95.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
95.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
94.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
92.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
92.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
91.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
91.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
86.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
82.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
79.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
78.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
75.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
74.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
72.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
69.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
69.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
68.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
65.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
63.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
56.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
55.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
54.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
52.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
52.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
50.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
47.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
46.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
44.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
43.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
42.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
42.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
39.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
39.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
38.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
37.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
36.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
35.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
32.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
32.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
29.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
27.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
27.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
23.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
22.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
14.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
14.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
13.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
CX3CL1 is potential prognostic, high expression is favorable 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
78.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
278.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
253.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
237.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
233.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
214.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
200.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
193.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
184.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
181.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
179.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
178.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
175.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
173.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
169.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
167.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
156.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
153.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
151.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
151.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
151.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
145.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
144.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
141.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
137.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
135.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
134.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
134.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
131.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
131.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
131.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
131.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
130.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
128.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
127.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
126.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
125.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
125.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
124.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
123.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
123.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
122.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
120.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
119.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
117.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
116.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
115.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
113.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
113.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
113.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
112.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
112.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
111.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
111.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
109.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
109.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
109.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
109.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
105.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
104.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
103.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
103.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
102.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
101.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
100.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
100.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
100.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
100.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
99.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
98.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
98.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
96.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
95.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
95.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
95.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
94.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
93.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
93.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
92.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
91.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
91.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
90.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
90.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
90.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
90.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
89.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
89.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
89.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
89.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
88.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
88.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
87.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
86.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
86.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
85.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
84.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
83.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
83.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
83.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
83.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
83.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
82.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
82.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
82.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
82.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
82.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
81.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
81.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
81.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
81.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
81.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
80.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
80.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
80.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
79.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
79.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
79.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
79.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
79.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
79.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
78.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
78.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
78.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
78.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
78.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
78.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
78.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
77.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
77.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
77.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
76.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
76.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
76.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
76.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
76.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
76.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
75.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
75.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
75.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
75.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
75.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
75.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
73.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
73.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
72.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
72.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
71.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
71.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
70.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
69.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
69.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
69.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
69.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
69.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
69.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
68.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
67.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
66.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
66.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
66.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
65.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
65.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
65.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
64.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
64.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
64.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
64.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
63.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
63.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
63.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
63.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
63.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
63.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
63.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
62.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
62.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
62.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
62.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
62.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
61.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
61.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
61.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
61.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
60.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
59.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
57.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
57.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
57.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
56.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
56.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
56.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
56.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
55.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
55.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
54.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
53.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
52.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
52.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
51.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
51.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
51.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
51.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
50.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
49.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
49.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
49.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
49.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
49.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
49.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
48.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
48.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
48.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
48.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
48.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
47.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
46.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
46.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
46.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
45.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
44.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
44.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
44.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
43.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
43.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
43.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
42.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
42.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
42.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
42.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
42.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
42.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
42.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
41.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
41.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
40.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
40.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
40.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
40.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
39.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
39.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
39.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
38.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
38.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
37.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
37.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
36.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
36.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
36.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
36.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
35.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
34.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
34.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
34.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
33.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
33.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
31.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
29.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
29.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
28.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
28.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
28.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
28.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
27.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
26.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
26.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
26.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
26.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
25.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
24.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
21.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
20.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
19.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
18.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
16.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
10.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
9.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
5.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.9
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0025290003
Tumor
0.7
CPT0092800003
Normal
0.6
CPT0025350003
Tumor
0.6
CPT0020130001
Normal
0.5
CPT0014160003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0015810003
Tumor
0.5
CPT0079480003
Tumor
0.5
CPT0019130003
Tumor
0.5
CPT0009000003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0025920001
Normal
0.4
CPT0025880003
Tumor
0.4
CPT0069190001
Normal
0.4
CPT0011410003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0010170001
Normal
0.4
CPT0015730003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0086950003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0009020003
Normal
0.3
CPT0000640003
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0092290003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0025110003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0001230001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0025170003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0078530001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0009080003
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0078660003
Tumor
-0.3
CPT0078510003
Tumor
-0.4
CPT0025060001
Normal
-0.4
CPT0092160003
Tumor
-0.4
CPT0006530001
Normal
-0.4
CPT0069160003
Tumor
-0.5
CPT0081880003
Tumor
-0.6
CPT0025050003
Tumor
-0.7
CPT0001340003
Tumor
-1.1
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0088570001
Normal
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0012570003
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0069010001
Normal
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0001270001
Normal
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0066520001
Normal
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0001260009
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0065450001
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0007470001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0077110003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0076350001
Normal
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001540009
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0079300001
Normal
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0023690003
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0086820003
Tumor
N/A
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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
