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.
MXI1 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
15.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
47.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
47.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
41.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
31.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
31.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
27.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
27.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
27.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
26.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
25.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
24.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
24.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
21.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
21.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
21.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
17.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
17.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
16.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
16.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
16.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
15.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
15.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
14.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
14.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
14.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
14.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
13.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
13.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
12.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
11.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
10.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
10.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
9.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
8.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
7.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
MXI1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
68.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
193.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
187.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
174.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
172.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
171.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
167.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
159.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
158.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
155.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
154.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
150.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
150.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
150.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
150.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
149.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
149.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
148.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
146.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
145.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
144.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
142.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
142.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
141.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
140.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
137.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
137.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
137.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
134.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
133.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
133.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
133.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
132.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
130.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
130.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
130.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
129.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
128.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
128.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
127.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
126.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
126.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
124.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
123.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
122.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
122.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
122.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
122.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
121.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
121.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
120.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
120.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
120.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
119.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
119.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
118.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
118.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
117.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
117.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
117.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
116.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
115.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
114.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
114.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
114.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
114.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
113.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
113.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
113.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
113.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
113.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
112.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
112.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
112.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
112.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
112.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
111.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
110.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
110.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
110.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
110.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
109.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
109.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
108.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
108.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
108.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
107.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
107.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
107.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
107.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
107.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
106.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
106.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
105.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
105.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
105.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
104.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
103.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
103.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
103.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
103.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
102.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
102.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
102.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
102.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
102.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
102.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
101.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
101.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
101.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
101.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
101.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
100.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
100.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
100.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
100.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
99.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
98.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
98.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
98.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
98.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
97.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
97.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
97.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
97.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
97.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
96.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
95.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
95.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
95.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
94.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
94.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
94.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
94.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
93.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
93.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
93.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
93.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
93.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
93.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
92.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
91.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
91.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
91.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
91.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
90.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
90.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
89.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
89.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
89.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
89.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
89.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
89.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
88.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
87.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
86.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
86.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
85.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
85.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
84.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
84.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
84.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
83.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
83.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
83.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
83.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
82.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
82.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
82.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
82.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
82.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
81.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
81.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
81.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
81.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
80.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
80.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
80.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
80.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
80.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
79.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
79.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
79.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
79.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
79.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
79.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
78.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
78.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
78.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
78.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
78.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
78.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
78.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
78.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
77.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
77.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
77.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
77.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
77.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
76.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
76.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
76.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
76.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
75.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
75.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
75.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
75.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
74.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
74.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
74.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
74.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
73.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
73.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
73.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
73.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
73.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
73.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
73.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
72.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
71.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
71.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
71.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
71.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
71.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
71.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
71.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
71.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
71.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
70.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
70.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
70.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
70.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
70.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
69.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
69.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
69.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
68.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
68.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
68.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
68.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
68.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
68.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
68.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
67.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
67.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
66.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
66.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
66.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
66.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
66.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
66.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
66.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
65.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
65.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
65.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
65.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
65.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
65.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
65.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
65.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
65.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
64.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
64.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
64.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
64.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
64.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
63.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
63.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
63.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
63.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
63.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
63.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
63.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
62.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
62.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
62.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
61.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
61.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
61.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
61.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
61.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
61.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
60.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
60.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
60.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
60.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
60.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
60.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
59.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
59.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
59.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
59.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
59.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
58.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
58.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
58.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
58.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
57.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
57.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
57.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
56.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
56.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
56.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
56.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
56.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
56.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
55.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
55.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
55.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
55.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
55.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
54.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
54.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
54.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
54.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
54.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
54.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
54.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
53.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
53.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
53.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
53.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
53.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
53.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
52.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
52.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
51.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
51.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
51.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
51.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
51.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
51.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
50.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
50.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
50.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
50.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
50.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
50.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
50.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
50.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
50.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
49.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
49.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
49.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
49.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
49.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
49.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
48.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
48.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
48.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
47.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
47.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
47.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
46.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
46.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
46.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
46.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
45.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
45.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
45.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
45.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
44.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
44.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
44.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
43.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
43.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
43.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
43.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
43.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
43.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
42.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
42.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
42.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
42.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
42.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
42.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
42.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
42.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
41.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
41.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
41.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
41.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
41.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
41.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
40.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
40.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
40.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
40.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
40.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
40.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
40.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
39.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
39.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
39.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
39.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
39.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
39.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
38.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
38.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
37.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
37.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
37.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
37.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
37.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
37.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
36.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
36.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
36.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
35.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
35.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
34.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
34.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
33.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
33.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
32.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
32.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
32.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
32.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
31.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
31.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
31.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
31.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
31.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
31.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
30.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
30.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
30.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
29.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
29.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
29.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
29.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
29.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
28.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
28.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
28.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
28.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
27.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
27.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
27.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
27.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
27.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
27.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
26.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
26.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
26.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
26.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
26.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
26.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
25.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
25.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
25.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
25.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
24.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
24.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
24.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
23.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
23.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
23.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
23.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
22.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
22.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
22.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
22.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
22.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
22.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
21.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
21.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
21.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
21.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
21.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
21.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
20.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
20.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
19.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
19.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
19.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
18.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
18.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
17.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
17.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
16.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
16.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
16.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
15.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
14.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
13.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
13.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
5.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MXI1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
79.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
185.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
156.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
156.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
149.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
146.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
140.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
136.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
133.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
132.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
128.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
125.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
124.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
123.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
121.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
121.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
120.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
114.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
113.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
112.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
110.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
109.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
109.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
109.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
108.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
107.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
105.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
105.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
101.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
99.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
99.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
98.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
98.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
95.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
92.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
91.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
90.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
88.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
87.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
86.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
85.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
84.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
84.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
82.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
81.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
81.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
80.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
79.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
78.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
78.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
78.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
76.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
75.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
75.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
74.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
72.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
72.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
71.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
71.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
70.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
68.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
67.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
65.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
65.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
63.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
60.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
59.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
57.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
56.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
54.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
54.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
54.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
54.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
53.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
53.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
52.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
49.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
49.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
49.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
47.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
45.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
45.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
43.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
43.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
42.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
42.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
41.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
39.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
37.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
36.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
32.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
32.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
31.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
30.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
26.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
25.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
22.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
21.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MXI1 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
24.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
146.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
105.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
87.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
77.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
73.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
71.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
70.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
66.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
65.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
62.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
61.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
57.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
57.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
54.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
50.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
50.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
49.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
49.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
48.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
47.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
47.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
46.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
44.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
43.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
43.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
42.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
42.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
41.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
41.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
41.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
41.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
40.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
40.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
39.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
39.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
39.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
39.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
39.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
39.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
39.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
38.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
38.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
38.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
38.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
37.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
36.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
36.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
36.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
35.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
34.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
34.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
34.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
34.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
34.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
34.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
34.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
33.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
33.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
33.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
33.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
33.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
33.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
32.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
32.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
32.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
32.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
32.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
31.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
31.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
31.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
31.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
31.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
30.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
29.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
29.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
29.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
28.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
28.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
28.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
28.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
28.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
28.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
28.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
28.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
28.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
28.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
27.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
27.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
27.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
26.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
26.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
26.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
26.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
26.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
25.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
25.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
25.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
25.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
25.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
24.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
24.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
24.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
23.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
23.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
23.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
23.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
23.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
23.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
23.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
21.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
21.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
21.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
21.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
21.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
21.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
20.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
20.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
20.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
20.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
20.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
20.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
20.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
20.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
20.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
19.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
19.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
19.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
19.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
19.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
19.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
18.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
18.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
18.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
18.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
18.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
18.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
18.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
18.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
18.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
18.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
17.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
17.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
17.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
17.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
17.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
16.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
16.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
16.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
15.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
15.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
15.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
15.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
15.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
15.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
14.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
14.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
14.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
14.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
14.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
14.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
14.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
14.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
14.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
14.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
14.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
14.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
13.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
13.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
13.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
13.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
13.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
13.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
12.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
12.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
12.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
11.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
9.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
8.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
8.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
8.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
4.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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
