We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TLN1 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
45.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
101.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
97.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
95.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
88.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
80.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
79.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
75.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
71.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
70.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
61.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
60.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
58.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
56.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
56.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
55.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
55.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
54.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
53.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
53.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
52.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
50.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
50.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
49.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
49.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
49.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
48.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
48.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
48.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
48.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
47.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
47.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
44.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
42.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
40.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
38.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
38.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
38.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
38.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
37.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
37.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
36.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
35.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
34.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
34.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
32.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
32.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
32.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
32.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
31.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
31.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
31.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
30.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
29.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
29.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
28.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
25.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
25.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
22.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
22.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
19.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
18.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
17.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 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.
TLN1 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
69.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
171.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
171.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
170.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
169.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
168.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
163.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
161.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
154.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
153.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
152.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
146.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
145.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
145.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
144.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
144.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
142.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
140.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
139.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
137.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
137.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
135.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
131.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
130.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
129.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
128.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
128.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
127.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
127.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
127.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
127.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
127.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
125.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
125.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
124.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
124.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
122.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
122.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
121.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
121.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
121.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
121.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
119.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
119.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
118.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
117.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
116.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
116.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
116.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
115.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
115.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
114.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
114.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
112.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
111.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
111.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
111.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
111.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
109.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
109.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
109.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
108.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
108.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
108.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
108.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
108.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
107.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
107.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
106.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
106.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
106.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
105.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
105.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
104.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
104.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
104.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
103.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
103.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
103.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
102.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
102.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
102.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
101.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
101.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
100.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
100.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
100.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
100.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
100.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
100.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
100.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
99.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
99.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
99.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
99.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
99.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
99.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
98.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
98.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
98.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
98.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
98.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
98.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
98.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
97.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
97.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
97.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
97.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
97.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
97.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
96.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
96.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
96.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
95.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
95.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
95.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
95.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
95.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
94.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
93.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
93.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
93.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
92.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
92.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
92.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
92.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
91.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
91.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
91.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
91.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
90.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
90.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
90.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
90.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
90.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
89.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
89.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
89.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
89.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
89.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
89.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
88.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
88.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
88.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
88.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
88.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
87.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
87.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
87.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
87.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
87.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
86.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
86.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
86.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
86.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
85.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
85.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
85.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
85.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
85.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
84.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
84.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
84.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
84.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
83.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
83.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
83.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
82.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
82.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
82.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
82.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
82.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
82.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
82.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
81.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
81.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
80.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
80.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
80.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
80.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
79.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
79.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
79.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
78.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
78.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
78.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
78.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
78.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
77.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
77.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
77.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
77.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
77.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
77.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
77.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
77.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
76.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
76.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
76.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
76.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
76.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
76.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
75.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
75.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
75.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
75.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
75.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
75.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
74.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
74.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
73.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
73.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
73.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
73.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
73.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
73.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
73.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
73.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
73.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
73.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
72.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
72.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
72.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
72.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
71.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
71.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
71.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
71.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
71.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
71.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
70.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
70.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
70.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
70.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
70.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
70.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
69.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
69.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
69.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
69.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
68.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
68.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
68.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
68.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
68.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
68.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
68.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
67.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
67.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
67.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
67.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
67.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
67.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
67.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
67.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
67.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
67.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
67.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
67.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
67.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
66.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
66.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
66.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
66.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
66.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
66.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
65.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
65.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
65.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
65.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
65.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
65.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
64.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
64.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
63.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
63.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
62.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
62.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
62.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
62.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
62.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
62.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
61.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
61.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
61.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
61.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
60.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
60.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
60.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
60.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
60.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
60.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
60.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
60.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
60.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
60.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
60.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
59.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
59.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
59.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
59.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
59.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
59.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
59.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
59.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
59.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
58.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
58.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
58.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
58.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
58.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
58.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
58.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
58.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
58.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
57.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
57.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
57.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
57.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
57.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
56.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
56.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
56.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
56.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
56.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
56.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
56.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
56.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
55.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
55.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
55.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
55.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
54.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
54.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
54.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
54.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
54.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
54.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
53.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
53.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
53.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
53.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
53.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
53.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
53.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
53.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
52.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
52.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
52.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
52.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
52.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
52.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
52.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
52.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
52.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
52.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
51.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
51.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
51.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
51.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
51.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
51.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
51.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
50.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
50.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
50.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
50.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
50.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
50.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
50.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
49.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
49.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
48.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
48.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
48.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
48.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
48.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
47.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
47.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
46.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
46.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
46.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
46.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
46.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
46.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
46.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
46.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
46.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
46.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
46.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
46.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
46.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
45.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
45.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
44.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
44.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
44.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
44.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
43.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
43.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
43.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
43.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
43.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
43.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
43.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
42.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
42.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
42.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
42.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
42.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
42.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
41.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
41.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
40.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
40.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
40.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
40.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
40.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
40.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
39.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
39.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
38.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
38.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
38.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
38.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
38.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
38.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
37.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
37.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
37.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
37.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
37.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
37.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
37.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
37.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
37.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
37.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
36.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
36.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
36.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
35.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
35.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
35.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
35.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
34.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
34.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
34.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
34.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
34.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
34.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
34.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
34.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
33.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
33.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
33.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
33.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
33.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
32.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
32.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
32.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
32.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
32.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
32.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
32.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
31.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
31.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
31.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
30.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
30.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
30.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
29.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
29.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
29.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
29.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
29.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
29.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
29.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
28.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
28.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
28.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
28.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
28.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
28.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
28.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
27.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
26.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
26.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
26.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
26.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
25.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
24.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
24.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
23.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
22.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
22.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
21.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
21.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
19.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
18.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
17.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
16.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
16.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
16.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
14.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
11.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
8.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TLN1 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
66.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
156.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
127.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
112.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
112.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
108.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
101.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
100.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
100.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
99.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
98.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
98.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
95.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
95.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
92.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
89.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
88.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
88.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
88.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
87.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
86.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
86.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
85.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
84.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
84.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
84.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
84.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
84.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
82.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
81.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
80.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
79.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
78.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
78.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
76.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
75.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
73.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
72.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
71.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
71.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
71.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
71.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
71.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
70.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
70.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
69.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
69.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
67.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
67.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
67.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
66.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
65.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
65.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
65.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
65.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
64.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
64.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
64.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
62.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
62.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
60.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
60.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
60.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
58.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
57.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
55.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
54.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
53.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
52.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
51.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
49.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
49.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
49.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
49.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
47.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
46.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
46.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
45.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
43.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
42.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
41.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
41.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
40.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
40.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
39.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
37.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
37.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
37.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
34.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
34.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
33.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
32.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
31.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
30.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
27.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
23.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
22.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
TLN1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
50.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
140.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
120.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
116.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
108.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
107.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
104.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
103.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
101.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
101.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
101.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
100.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
99.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
98.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
98.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
93.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
92.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
91.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
90.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
89.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
89.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
89.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
88.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
88.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
86.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
86.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
85.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
84.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
84.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
83.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
83.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
82.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
82.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
82.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
81.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
81.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
80.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
80.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
79.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
79.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
79.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
78.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
77.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
77.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
77.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
77.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
76.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
75.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
75.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
73.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
73.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
72.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
71.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
71.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
71.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
70.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
70.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
70.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
69.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
69.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
69.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
69.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
68.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
68.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
66.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
66.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
65.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
65.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
65.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
63.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
63.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
62.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
62.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
62.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
61.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
61.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
61.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
61.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
61.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
61.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
60.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
60.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
60.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
60.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
60.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
60.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
60.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
60.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
60.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
59.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
59.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
58.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
58.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
57.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
57.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
57.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
57.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
56.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
56.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
56.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
56.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
56.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
54.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
54.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
54.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
54.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
53.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
53.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
52.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
52.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
52.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
52.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
51.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
51.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
51.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
51.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
50.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
50.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
50.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
49.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
49.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
48.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
48.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
48.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
47.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
47.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
47.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
47.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
47.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
47.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
47.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
47.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
46.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
46.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
46.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
46.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
46.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
46.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
46.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
46.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
46.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
46.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
45.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
45.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
45.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
45.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
44.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
44.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
44.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
44.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
43.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
43.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
43.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
43.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
43.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
43.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
43.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
42.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
42.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
42.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
42.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
42.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
42.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
42.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
42.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
42.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
42.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
41.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
41.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
41.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
41.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
40.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
40.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
40.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
40.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
39.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
39.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
39.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
38.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
38.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
38.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
38.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
37.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
37.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
37.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
37.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
37.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
37.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
36.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
36.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
36.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
35.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
35.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
35.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
35.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
35.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
35.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
35.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
34.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
34.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
33.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
33.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
33.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
33.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
33.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
33.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
32.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
32.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
32.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
32.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
32.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
31.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
31.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
31.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
31.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
31.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
31.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
31.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
30.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
30.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
30.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
30.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
30.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
30.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
29.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
29.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
29.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
29.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
28.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
28.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
28.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
28.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
27.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
27.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
27.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
27.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
27.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
26.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
26.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
26.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
26.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
26.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
26.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
25.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
25.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
25.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
24.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
24.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
24.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
24.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
23.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
23.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
23.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
22.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
22.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
22.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
22.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
21.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
21.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
21.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
20.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
20.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
20.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
20.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
20.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
19.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
18.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
15.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
15.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
15.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
12.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011240003
Tumor
0.8
CPT0066480003
Tumor
0.7
CPT0075560003
Tumor
0.6
CPT0088760003
Tumor
0.5
CPT0088630003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0025170003
Tumor
0.5
CPT0010120001
Normal
0.5
CPT0077490003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0001270001
Normal
0.4
CPT0075720003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0088550004
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0088900003
Tumor
0.3
CPT0086970003
Normal
0.3
CPT0025290003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0006630003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0081600003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0000870016
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0078510003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0007470001
Normal
0.1
CPT0017850003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0069010001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0001190001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0078530001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0089480003
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0023350003
Tumor
-0.1
CPT0002350011
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0012180003
Tumor
-0.3
CPT0011410003
Tumor
-0.3
CPT0002270011
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0079180003
Tumor
-0.6
Show allShow less
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
