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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TCP1 is potential prognostic, high expression is unfavorable 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
55.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
141.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
130.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
121.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
118.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
104.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
85.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
83.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
83.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
81.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
79.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
76.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
76.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
67.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
67.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
66.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
66.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
64.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
64.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
62.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
61.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
61.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
60.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
60.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
59.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
59.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
58.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
56.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
56.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
55.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
55.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
55.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
54.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
53.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
47.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
47.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
45.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
44.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
44.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
43.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
43.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
42.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
41.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
40.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
39.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
38.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
35.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
34.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
34.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
34.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
33.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
33.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
32.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
31.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
30.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
30.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
30.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
30.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
29.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
28.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
24.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
23.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
22.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
TCP1 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
90.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
222.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
216.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
163.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
161.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
160.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
159.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
159.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
159.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
158.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
157.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
151.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
150.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
149.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
148.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
148.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
146.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
146.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
145.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
145.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
144.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
144.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
144.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
143.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
143.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
143.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
143.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
142.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
142.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
141.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
140.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
140.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
139.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
137.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
136.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
135.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
135.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
135.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
135.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
135.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
134.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
134.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
132.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
132.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
132.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
132.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
130.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
130.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
130.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
130.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
129.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
129.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
129.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
129.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
128.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
128.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
128.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
127.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
127.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
126.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
125.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
125.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
125.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
125.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
125.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
124.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
124.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
124.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
124.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
124.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
124.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
123.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
123.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
123.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
123.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
123.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
123.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
122.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
122.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
122.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
122.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
121.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
121.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
121.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
121.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
121.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
121.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
121.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
120.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
120.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
120.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
119.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
119.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
119.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
119.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
119.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
118.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
118.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
118.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
118.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
117.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
117.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
117.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
117.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
117.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
116.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
116.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
116.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
116.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
116.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
115.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
115.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
115.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
115.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
115.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
114.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
114.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
114.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
114.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
114.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
114.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
114.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
114.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
113.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
113.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
113.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
113.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
113.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
113.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
112.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
112.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
112.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
112.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
112.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
111.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
111.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
111.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
111.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
111.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
111.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
111.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
111.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
111.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
111.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
111.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
110.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
110.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
110.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
110.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
110.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
110.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
110.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
109.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
109.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
109.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
109.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
109.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
109.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
109.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
109.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
109.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
108.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
108.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
108.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
108.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
108.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
108.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
107.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
107.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
107.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
107.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
107.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
106.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
106.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
106.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
105.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
105.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
105.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
105.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
105.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
105.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
105.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
105.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
105.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
104.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
104.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
104.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
104.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
104.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
104.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
104.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
104.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
103.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
103.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
103.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
103.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
103.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
102.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
102.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
102.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
102.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
102.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
102.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
102.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
102.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
102.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
101.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
101.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
101.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
101.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
101.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
100.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
100.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
100.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
100.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
100.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
100.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
100.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
99.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
99.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
99.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
99.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
99.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
98.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
98.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
98.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
98.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
98.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
98.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
98.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
98.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
98.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
98.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
97.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
97.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
97.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
97.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
97.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
96.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
96.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
96.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
96.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
96.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
96.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
96.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
95.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
95.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
95.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
95.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
95.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
95.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
95.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
94.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
94.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
94.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
94.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
94.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
93.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
93.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
93.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
93.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
93.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
92.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
92.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
92.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
92.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
91.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
91.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
91.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
90.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
90.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
90.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
89.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
89.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
89.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
89.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
89.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
88.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
88.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
88.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
88.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
88.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
88.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
88.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
88.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
87.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
87.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
87.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
87.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
87.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
87.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
87.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
86.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
86.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
86.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
86.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
86.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
86.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
86.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
85.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
85.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
85.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
84.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
84.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
84.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
84.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
84.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
83.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
83.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
83.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
83.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
83.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
83.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
83.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
82.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
82.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
82.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
82.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
81.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
81.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
81.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
81.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
81.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
80.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
79.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
79.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
79.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
79.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
79.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
78.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
78.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
78.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
78.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
78.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
78.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
78.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
77.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
77.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
77.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
77.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
77.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
76.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
76.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
76.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
76.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
76.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
75.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
75.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
75.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
75.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
75.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
75.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
74.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
74.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
74.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
73.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
72.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
71.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
71.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
71.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
71.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
71.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
71.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
71.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
70.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
70.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
70.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
70.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
70.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
70.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
70.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
69.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
69.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
69.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
69.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
69.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
68.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
68.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
68.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
68.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
68.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
68.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
68.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
67.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
67.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
67.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
67.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
66.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
66.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
66.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
66.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
66.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
66.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
66.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
66.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
66.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
66.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
66.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
65.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
65.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
65.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
65.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
64.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
64.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
64.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
64.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
63.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
63.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
63.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
63.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
62.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
62.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
62.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
62.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
61.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
61.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
61.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
61.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
61.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
61.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
60.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
60.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
60.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
60.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
60.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
59.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
59.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
59.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
59.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
59.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
59.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
59.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
58.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
58.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
58.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
58.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
57.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
57.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
57.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
57.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
57.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
57.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
56.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
56.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
56.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
56.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
55.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
55.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
55.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
55.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
55.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
55.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
55.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
54.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
54.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
54.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
54.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
54.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
54.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
53.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
53.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
53.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
52.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
52.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
52.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
52.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
52.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
51.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
51.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
51.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
50.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
50.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
49.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
49.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
49.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
49.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
48.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
48.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
48.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
48.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
48.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
48.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
47.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
46.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
46.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
46.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
46.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
44.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
44.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
43.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
43.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
43.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
43.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
42.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
41.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
41.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
41.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
41.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
40.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
39.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
39.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
39.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
38.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
38.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
37.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
37.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
37.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
36.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
35.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
33.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
26.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
25.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
25.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
25.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
25.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
24.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
21.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
20.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
14.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
14.1
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.
TCP1 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
105.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
254.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
252.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
214.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
188.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
181.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
176.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
155.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
151.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
151.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
148.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
147.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
147.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
141.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
140.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
140.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
138.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
138.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
137.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
135.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
135.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
132.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
129.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
128.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
126.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
126.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
126.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
124.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
119.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
119.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
118.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
117.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
117.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
116.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
115.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
114.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
114.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
111.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
111.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
110.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
110.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
110.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
108.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
107.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
106.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
106.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
103.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
103.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
102.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
101.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
97.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
97.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
97.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
96.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
94.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
94.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
94.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
93.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
91.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
91.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
91.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
90.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
90.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
89.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
86.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
86.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
85.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
85.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
84.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
83.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
83.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
83.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
78.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
78.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
76.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
74.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
74.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
73.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
73.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
71.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
69.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
69.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
69.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
69.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
69.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
68.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
66.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
66.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
66.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
66.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
65.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
65.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
64.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
63.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
63.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
62.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
61.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
60.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
55.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
52.5
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.
TCP1 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
79.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
269.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
200.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
181.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
180.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
171.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
170.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
164.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
161.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
158.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
157.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
157.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
154.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
153.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
152.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
148.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
142.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
136.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
136.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
133.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
132.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
132.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
131.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
131.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
129.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
127.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
123.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
122.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
121.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
120.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
119.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
119.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
118.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
118.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
116.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
115.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
115.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
114.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
113.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
113.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
112.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
111.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
109.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
109.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
107.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
107.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
104.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
103.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
103.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
103.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
103.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
103.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
101.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
101.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
100.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
99.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
99.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
99.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
98.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
98.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
97.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
97.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
97.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
97.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
97.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
97.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
96.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
95.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
95.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
95.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
94.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
94.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
94.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
93.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
93.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
92.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
92.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
92.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
92.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
91.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
91.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
91.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
90.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
90.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
90.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
89.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
89.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
89.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
89.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
89.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
88.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
88.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
88.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
88.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
87.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
87.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
86.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
86.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
86.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
86.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
86.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
85.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
85.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
85.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
85.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
85.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
85.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
85.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
84.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
84.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
84.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
84.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
84.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
84.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
83.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
83.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
83.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
83.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
82.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
82.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
81.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
81.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
81.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
81.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
79.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
79.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
79.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
79.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
78.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
78.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
77.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
77.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
77.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
77.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
77.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
77.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
77.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
76.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
76.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
76.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
76.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
76.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
75.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
75.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
75.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
74.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
74.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
74.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
73.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
73.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
73.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
73.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
73.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
72.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
72.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
71.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
71.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
71.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
71.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
71.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
71.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
70.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
70.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
70.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
70.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
70.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
70.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
70.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
70.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
69.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
69.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
69.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
69.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
68.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
68.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
68.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
68.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
68.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
67.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
67.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
67.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
67.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
67.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
66.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
66.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
66.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
66.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
66.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
65.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
65.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
65.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
64.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
64.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
64.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
64.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
63.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
63.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
62.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
62.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
62.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
61.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
61.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
61.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
61.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
61.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
60.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
60.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
60.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
60.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
60.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
59.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
59.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
58.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
57.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
57.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
57.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
56.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
56.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
56.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
54.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
54.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
54.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
53.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
53.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
52.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
52.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
52.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
52.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
51.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
51.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
51.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
50.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
50.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
50.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
49.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
48.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
48.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
47.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
47.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
46.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
46.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
46.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
46.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
46.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
44.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
44.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
44.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
43.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
43.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
43.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
43.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
43.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
42.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
41.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
40.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
40.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
40.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
40.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
40.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
39.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
39.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
37.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
36.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
36.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
35.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
33.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
32.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
32.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
31.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
31.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
31.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
31.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
30.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
30.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
29.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
27.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
27.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
25.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
22.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
19.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
17.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
11.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
0.7
CPT0021240003
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0001540009
Tumor
0.6
CPT0025050003
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0025110003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0000640003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0024670003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0012770003
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0081990003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0089480003
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0077140001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0001190001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0064400001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0075560003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0084560003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0001270001
Normal
-0.2
CPT0088550004
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0001180009
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0088480003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0088630003
Tumor
-0.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
