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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.
LASP1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
37.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
122.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
97.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
81.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
73.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
71.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
71.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
71.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
67.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
66.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
65.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
62.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
61.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
57.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
55.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
55.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
55.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
55.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
39.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
38.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
38.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
37.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
35.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
34.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
33.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
33.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
33.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
32.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
30.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
30.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
29.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
29.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
29.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
28.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
28.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
27.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
27.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
27.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
26.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
26.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
26.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
26.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
25.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
25.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
25.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
25.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
25.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
24.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
23.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
20.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
20.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
19.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
19.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
19.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
16.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
13.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
10.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
LASP1 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
93.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
178.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
173.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
172.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
168.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
167.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
162.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
162.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
162.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
161.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
160.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
158.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
155.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
155.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
151.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
151.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
149.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
149.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
148.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
147.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
147.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
147.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
146.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
145.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
144.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
143.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
142.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
141.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
140.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
139.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
139.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
138.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
138.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
137.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
137.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
137.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
136.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
136.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
136.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
136.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
135.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
135.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
135.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
135.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
135.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
134.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
134.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
134.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
134.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
133.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
133.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
133.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
133.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
132.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
131.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
131.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
131.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
130.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
130.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
130.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
129.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
129.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
129.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
129.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
129.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
129.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
128.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
128.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
127.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
127.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
126.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
126.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
126.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
126.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
125.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
125.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
124.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
124.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
124.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
124.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
124.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
124.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
124.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
123.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
123.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
123.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
123.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
123.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
122.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
122.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
122.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
122.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
122.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
122.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
122.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
121.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
121.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
121.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
121.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
121.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
121.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
121.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
120.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
120.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
120.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
120.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
120.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
120.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
120.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
120.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
120.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
119.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
119.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
119.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
119.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
118.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
118.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
118.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
118.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
117.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
117.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
117.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
117.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
117.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
117.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
116.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
116.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
116.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
116.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
116.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
116.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
115.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
115.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
114.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
114.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
114.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
114.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
114.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
114.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
114.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
113.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
113.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
113.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
112.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
112.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
112.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
112.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
112.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
112.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
111.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
111.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
111.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
111.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
111.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
111.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
110.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
110.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
110.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
110.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
110.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
109.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
109.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
109.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
108.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
108.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
108.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
108.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
108.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
107.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
107.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
107.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
107.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
107.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
107.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
107.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
106.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
106.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
106.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
106.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
106.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
105.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
105.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
105.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
105.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
105.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
105.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
105.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
105.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
105.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
105.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
105.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
104.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
104.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
104.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
104.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
104.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
104.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
103.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
102.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
102.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
102.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
102.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
102.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
102.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
102.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
101.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
101.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
101.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
101.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
101.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
101.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
100.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
100.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
100.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
100.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
100.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
100.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
100.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
100.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
100.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
100.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
99.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
99.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
99.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
99.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
99.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
99.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
99.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
99.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
99.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
98.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
98.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
98.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
98.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
98.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
97.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
97.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
97.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
97.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
97.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
96.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
96.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
96.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
96.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
96.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
96.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
96.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
96.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
96.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
95.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
95.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
95.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
95.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
95.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
95.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
95.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
94.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
94.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
94.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
94.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
94.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
94.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
94.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
93.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
93.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
93.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
93.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
93.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
93.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
93.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
92.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
92.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
92.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
91.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
91.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
91.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
91.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
91.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
91.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
91.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
91.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
91.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
91.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
90.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
90.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
90.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
90.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
90.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
90.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
90.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
90.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
89.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
89.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
89.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
89.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
89.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
89.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
89.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
88.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
88.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
88.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
88.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
88.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
88.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
87.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
87.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
87.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
87.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
87.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
87.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
87.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
87.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
86.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
86.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
86.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
86.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
85.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
85.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
85.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
85.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
85.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
85.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
85.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
85.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
85.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
84.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
84.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
84.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
84.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
84.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
84.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
84.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
84.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
83.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
83.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
83.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
83.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
83.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
83.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
83.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
83.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
83.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
83.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
82.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
82.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
82.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
82.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
82.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
82.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
81.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
81.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
80.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
80.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
80.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
80.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
80.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
80.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
80.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
79.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
79.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
79.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
79.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
79.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
78.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
78.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
78.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
78.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
78.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
78.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
77.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
77.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
77.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
77.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
77.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
76.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
76.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
76.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
76.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
75.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
75.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
75.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
75.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
75.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
75.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
75.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
74.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
74.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
74.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
74.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
74.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
74.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
74.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
73.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
73.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
73.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
73.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
72.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
72.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
72.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
71.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
71.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
71.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
71.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
71.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
70.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
70.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
70.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
69.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
69.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
69.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
69.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
69.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
69.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
69.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
69.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
69.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
69.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
68.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
68.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
67.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
67.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
67.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
67.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
67.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
67.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
67.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
66.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
66.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
66.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
66.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
66.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
66.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
66.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
65.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
65.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
65.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
64.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
64.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
63.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
63.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
63.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
63.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
62.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
62.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
62.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
61.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
60.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
60.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
59.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
58.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
58.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
57.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
57.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
57.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
57.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
57.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
57.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
56.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
56.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
56.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
56.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
56.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
56.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
55.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
55.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
54.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
52.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
52.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
52.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
51.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
51.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
50.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
50.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
49.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
48.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
47.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
47.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
47.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
46.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
45.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
45.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
45.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
43.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
43.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
43.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
42.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
41.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
40.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
39.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
39.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
39.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
39.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
38.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
38.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
37.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
37.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
35.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
35.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
34.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
33.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
32.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
32.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
31.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
31.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
31.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
28.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
28.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
28.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
27.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
26.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
25.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
25.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
24.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
24.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
23.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
22.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
21.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
20.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
15.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
13.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LASP1 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
87.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
132.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
131.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
125.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
118.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
118.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
116.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
114.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
113.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
112.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
112.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
111.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
111.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
111.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
109.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
108.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
107.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
106.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
106.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
104.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
103.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
103.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
102.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
102.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
100.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
100.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
100.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
98.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
97.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
97.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
97.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
96.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
96.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
96.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
96.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
96.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
95.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
94.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
93.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
92.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
92.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
90.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
89.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
89.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
89.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
88.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
87.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
86.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
86.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
86.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
85.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
85.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
85.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
85.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
84.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
84.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
84.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
83.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
83.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
83.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
82.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
82.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
82.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
81.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
81.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
80.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
80.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
79.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
79.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
79.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
79.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
79.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
79.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
74.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
74.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
73.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
72.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
72.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
71.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
71.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
70.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
70.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
69.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
69.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
69.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
67.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
67.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
66.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
65.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
64.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
63.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
61.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
61.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
61.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
61.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
57.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
57.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
57.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
48.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
48.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
LASP1 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
135.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
421.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
382.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
340.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
335.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
330.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
321.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
320.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
318.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
300.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
298.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
294.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
275.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
270.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
264.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
235.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
234.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
234.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
233.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
232.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
227.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
221.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
216.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
215.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
214.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
213.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
212.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
212.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
210.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
209.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
207.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
206.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
205.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
203.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
201.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
201.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
201.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
197.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
196.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
195.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
194.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
194.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
193.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
193.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
191.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
191.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
189.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
189.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
188.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
186.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
186.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
185.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
183.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
183.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
182.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
181.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
180.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
180.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
180.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
179.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
176.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
176.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
175.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
174.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
174.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
174.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
174.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
173.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
172.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
167.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
167.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
165.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
165.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
164.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
163.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
163.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
162.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
162.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
159.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
159.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
158.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
157.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
157.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
157.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
156.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
156.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
156.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
155.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
155.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
154.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
154.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
153.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
152.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
152.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
151.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
151.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
151.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
151.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
151.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
150.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
150.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
150.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
150.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
149.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
148.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
147.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
147.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
146.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
146.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
146.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
146.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
145.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
140.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
140.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
139.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
138.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
137.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
137.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
137.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
136.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
135.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
135.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
134.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
134.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
134.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
133.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
131.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
131.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
131.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
130.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
129.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
129.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
129.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
128.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
128.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
128.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
128.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
127.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
126.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
125.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
125.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
124.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
123.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
123.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
122.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
122.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
122.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
122.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
122.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
121.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
121.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
119.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
119.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
118.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
118.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
118.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
118.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
118.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
117.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
117.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
117.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
115.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
114.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
114.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
114.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
114.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
113.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
112.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
112.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
112.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
111.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
110.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
110.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
110.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
110.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
108.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
108.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
108.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
108.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
108.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
107.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
107.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
106.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
106.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
105.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
105.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
105.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
104.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
104.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
104.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
103.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
103.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
103.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
103.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
101.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
101.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
100.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
100.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
100.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
99.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
99.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
98.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
98.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
97.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
96.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
96.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
95.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
94.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
94.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
93.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
93.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
93.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
92.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
92.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
91.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
91.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
91.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
90.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
89.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
88.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
88.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
87.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
87.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
87.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
86.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
86.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
86.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
84.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
83.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
83.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
83.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
83.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
82.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
82.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
82.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
80.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
80.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
80.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
79.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
77.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
77.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
77.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
76.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
75.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
74.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
73.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
70.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
70.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
69.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
69.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
69.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
69.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
68.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
68.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
67.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
67.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
67.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
65.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
64.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
64.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
63.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
62.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
61.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
57.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
57.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
57.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
54.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
53.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
52.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
51.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
51.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
50.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
48.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
47.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
46.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
45.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
44.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
44.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
43.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
35.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
34.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
28.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
26.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011240003
Tumor
1.4
CPT0066480003
Tumor
0.9
CPT0075560003
Tumor
0.7
CPT0077490003
Tumor
0.7
CPT0088550004
Tumor
0.6
CPT0015910003
Tumor
0.6
CPT0086870003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0001270001
Normal
0.5
CPT0010120001
Normal
0.4
CPT0000640003
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0092160003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0081990003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0025880003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0079380003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0079270003
Tumor
0.2
CPT0014350001
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0007470001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0079480003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0009080003
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0076350001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0006730001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0087050003
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0065750003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0076330003
Tumor
-0.2
CPT0079430001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0014450004
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0001230001
Normal
-0.2
CPT0065810003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0088640003
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0063630003
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0012180003
Tumor
-0.3
CPT0001550001
Normal
-0.3
CPT0086030003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0069190001
Normal
-0.4
CPT0088970003
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0012640003
Normal
-0.4
CPT0011410003
Tumor
-0.5
CPT0012550003
Tumor
-0.5
CPT0014160003
Tumor
-0.5
CPT0015730003
Tumor
-0.7
CPT0079180003
Tumor
-0.7
CPT0078660003
Tumor
-0.7
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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
