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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.
SLC44A2 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
77.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
199.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
189.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
166.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
156.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
137.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
130.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
124.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
117.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
114.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
108.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
106.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
106.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
103.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
102.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
102.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
102.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
102.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
100.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
97.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
95.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
95.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
85.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
84.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
84.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
84.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
81.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
80.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
79.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
78.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
76.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
74.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
73.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
70.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
69.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
69.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
66.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
65.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
64.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
64.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
63.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
62.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
62.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
62.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
61.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
60.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
59.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
58.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
55.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
54.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
52.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
51.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
44.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
43.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
43.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
35.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
34.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
33.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
33.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
23.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
22.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
21.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
3.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC44A2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
77.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
428.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
320.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
309.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
298.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
296.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
286.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
254.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
244.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
209.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
205.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
201.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
198.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
187.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
185.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
185.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
182.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
178.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
175.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
169.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
168.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
168.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
167.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
163.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
160.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
158.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
158.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
156.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
156.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
154.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
154.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
154.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
152.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
151.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
149.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
149.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
149.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
148.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
147.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
146.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
144.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
144.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
144.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
143.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
143.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
143.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
142.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
142.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
142.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
140.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
138.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
138.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
136.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
135.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
135.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
135.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
133.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
132.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
132.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
132.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
131.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
131.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
127.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
126.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
126.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
126.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
125.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
124.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
124.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
124.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
123.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
122.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
122.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
121.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
121.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
121.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
121.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
120.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
120.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
120.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
119.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
119.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
119.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
119.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
118.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
117.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
117.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
117.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
116.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
116.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
115.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
115.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
115.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
114.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
114.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
114.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
112.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
112.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
111.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
110.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
109.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
108.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
108.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
108.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
107.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
107.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
107.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
107.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
106.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
105.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
105.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
105.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
105.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
103.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
103.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
103.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
102.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
102.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
101.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
101.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
101.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
101.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
101.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
100.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
100.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
100.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
99.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
99.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
99.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
98.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
98.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
97.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
97.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
97.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
97.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
97.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
97.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
96.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
96.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
96.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
96.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
96.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
96.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
96.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
96.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
95.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
95.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
95.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
95.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
95.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
95.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
94.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
93.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
93.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
93.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
93.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
92.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
92.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
92.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
92.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
92.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
91.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
91.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
90.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
90.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
90.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
90.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
90.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
90.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
90.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
89.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
89.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
89.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
89.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
89.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
89.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
89.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
88.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
88.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
87.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
87.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
87.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
87.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
86.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
86.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
85.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
85.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
85.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
85.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
85.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
85.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
85.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
85.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
84.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
84.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
84.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
83.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
83.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
82.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
82.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
81.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
81.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
80.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
80.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
80.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
79.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
79.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
79.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
79.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
79.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
79.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
79.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
78.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
78.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
78.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
77.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
77.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
77.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
77.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
77.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
76.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
76.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
76.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
76.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
76.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
75.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
75.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
75.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
75.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
75.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
75.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
75.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
75.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
75.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
75.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
75.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
74.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
74.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
74.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
74.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
74.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
74.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
73.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
73.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
71.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
71.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
71.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
71.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
71.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
71.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
70.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
70.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
70.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
70.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
70.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
70.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
70.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
70.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
69.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
69.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
69.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
69.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
69.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
69.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
69.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
68.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
67.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
67.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
67.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
67.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
67.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
67.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
66.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
66.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
66.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
66.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
65.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
65.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
65.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
64.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
64.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
64.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
64.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
64.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
64.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
64.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
64.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
63.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
63.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
63.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
63.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
63.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
63.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
63.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
63.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
63.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
63.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
63.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
62.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
62.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
61.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
61.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
61.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
61.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
60.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
60.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
60.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
60.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
60.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
60.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
60.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
60.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
60.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
60.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
59.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
59.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
59.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
59.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
58.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
58.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
58.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
58.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
58.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
58.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
57.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
57.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
57.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
57.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
57.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
57.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
57.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
56.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
56.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
56.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
56.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
56.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
55.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
55.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
55.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
55.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
55.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
54.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
54.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
54.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
54.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
54.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
54.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
54.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
54.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
54.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
54.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
54.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
53.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
53.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
53.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
53.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
53.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
53.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
53.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
53.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
53.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
52.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
51.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
51.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
51.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
51.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
51.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
51.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
50.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
50.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
50.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
50.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
50.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
49.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
48.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
48.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
48.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
48.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
47.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
47.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
47.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
47.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
46.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
46.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
46.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
46.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
45.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
45.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
44.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
44.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
44.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
44.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
43.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
43.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
43.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
43.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
43.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
42.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
42.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
41.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
41.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
41.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
41.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
41.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
40.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
40.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
40.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
40.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
40.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
40.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
40.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
39.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
39.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
39.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
39.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
39.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
38.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
38.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
38.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
38.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
38.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
37.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
37.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
37.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
37.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
37.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
36.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
36.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
35.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
35.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
35.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
35.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
35.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
34.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
34.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
34.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
34.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
34.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
34.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
34.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
34.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
33.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
33.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
33.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
33.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
33.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
32.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
32.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
31.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
31.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
30.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
30.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
30.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
29.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
28.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
28.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
28.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
28.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
27.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
27.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
27.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
27.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
27.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
26.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
25.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
25.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
24.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
24.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
23.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
23.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
23.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
23.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
23.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
21.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
21.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
21.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
18.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
18.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
17.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
15.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
15.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
14.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
14.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
13.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
11.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 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.
SLC44A2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
71.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
179.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
149.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
131.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
127.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
126.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
116.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
114.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
113.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
112.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
110.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
109.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
105.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
105.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
103.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
103.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
102.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
102.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
99.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
98.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
96.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
95.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
94.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
94.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
93.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
92.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
91.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
91.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
89.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
87.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
84.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
84.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
84.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
84.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
83.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
83.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
83.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
82.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
80.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
79.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
79.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
79.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
78.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
76.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
75.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
74.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
74.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
74.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
72.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
72.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
72.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
69.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
68.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
67.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
67.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
66.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
65.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
65.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
63.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
61.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
61.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
60.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
60.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
60.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
59.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
57.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
57.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
56.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
56.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
55.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
55.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
54.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
54.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
53.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
51.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
50.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
50.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
47.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
46.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
45.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
44.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
43.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
43.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
41.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
39.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
38.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
33.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
31.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
27.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
25.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
25.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
25.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
23.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
22.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
16.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
SLC44A2 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
77.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
490.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
423.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
349.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
308.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
298.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
285.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
272.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
261.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
248.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
242.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
225.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
220.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
219.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
210.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
209.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
203.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
196.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
192.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
188.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
188.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
181.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
181.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
180.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
178.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
177.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
174.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
174.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
169.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
168.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
161.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
159.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
159.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
158.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
155.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
154.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
152.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
152.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
151.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
150.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
148.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
144.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
143.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
141.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
141.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
141.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
137.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
137.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
136.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
135.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
128.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
126.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
123.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
122.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
121.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
121.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
117.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
116.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
116.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
115.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
114.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
113.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
113.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
113.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
113.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
112.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
111.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
108.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
107.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
106.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
106.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
105.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
104.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
104.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
103.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
102.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
102.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
101.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
100.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
100.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
99.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
99.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
97.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
97.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
96.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
96.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
95.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
94.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
92.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
92.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
92.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
91.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
89.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
88.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
87.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
85.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
83.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
83.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
83.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
82.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
81.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
81.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
79.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
78.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
78.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
78.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
77.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
77.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
77.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
76.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
76.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
76.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
75.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
75.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
74.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
74.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
74.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
73.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
73.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
73.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
72.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
71.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
71.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
71.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
70.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
69.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
67.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
66.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
66.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
66.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
65.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
64.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
64.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
64.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
64.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
63.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
62.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
62.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
62.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
61.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
60.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
59.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
59.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
59.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
58.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
58.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
57.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
57.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
57.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
56.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
53.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
52.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
52.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
51.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
51.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
51.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
51.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
51.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
50.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
50.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
50.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
50.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
50.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
49.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
48.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
47.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
47.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
47.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
47.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
47.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
47.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
45.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
44.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
44.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
44.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
44.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
43.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
43.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
43.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
42.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
42.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
42.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
42.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
42.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
41.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
40.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
39.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
39.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
38.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
38.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
37.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
37.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
37.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
37.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
35.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
35.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
35.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
34.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
34.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
33.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
33.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
33.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
33.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
32.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
32.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
31.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
30.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
29.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
29.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
28.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
28.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
27.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
27.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
24.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
24.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
24.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
23.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
23.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
21.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
20.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
20.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
20.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
19.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
17.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
17.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
17.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
16.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
15.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
14.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
14.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
14.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
14.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
13.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
12.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
11.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
11.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
10.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
10.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
9.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
9.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
5.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
5.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
5.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
4.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001230001
Normal
1.2
CPT0012640003
Normal
1.1
CPT0079300001
Normal
1.0
CPT0079510001
Normal
1.0
CPT0001510001
Normal
1.0
CPT0069010001
Normal
0.9
CPT0002370001
Normal
0.8
CPT0066520001
Normal
0.8
CPT0025920001
Normal
0.7
CPT0077500001
Normal
0.7
CPT0001350001
Normal
0.7
CPT0012290003
Normal
0.7
CPT0020130001
Normal
0.7
CPT0010120001
Normal
0.7
CPT0088710001
Normal
0.6
CPT0079430001
Normal
0.6
CPT0088640003
Normal
0.6
CPT0077140001
Normal
0.6
CPT0001550001
Normal
0.6
CPT0077490003
Tumor
0.6
CPT0079000001
Normal
0.6
CPT0023360001
Normal
0.6
CPT0007870001
Normal
0.5
CPT0079480003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0009020003
Normal
0.5
CPT0019160001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0063330001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0025350003
Tumor
0.5
CPT0078940001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0000790001
Normal
0.4
CPT0088760003
Tumor
0.4
CPT0089480003
Normal
0.4
CPT0011410003
Tumor
0.4
CPT0086970003
Normal
0.4
CPT0092310003
Normal
0.4
CPT0069190001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0078670001
Normal
0.4
CPT0023710001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0010160003
Tumor
0.3
CPT0026420001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0078530001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0088900003
Tumor
0.3
CPT0092740003
Normal
0.3
CPT0089020003
Tumor
0.3
CPT0000660001
Normal
0.3
CPT0012570003
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0012090003
Normal
0.2
CPT0088780001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0087050003
Normal
0.2
CPT0092800003
Normal
0.2
CPT0065820001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0014350001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0078840001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0025060001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0009080003
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0006530001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0000870016
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0088630003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0000640003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0088480003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0001270001
Normal
-0.4
CPT0006900003
Tumor
-0.4
CPT0019130003
Tumor
-0.4
CPT0064370003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0025580004
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0069000003
Tumor
-0.4
CPT0065810003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0025880003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0086820003
Tumor
-0.5
CPT0081600003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0065750003
Tumor
-0.5
CPT0001500009
Tumor
-0.5
CPT0021240003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0066480003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0017850003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0079180003
Tumor
-0.6
CPT0014160003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0081990003
Tumor
-0.7
CPT0065430003
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0001540009
Tumor
-0.8
CPT0020120003
Tumor
-0.8
CPT0012550003
Tumor
-0.8
CPT0012900004
Tumor
-0.8
CPT0012670003
Tumor
-0.8
CPT0010110003
Tumor
-0.9
CPT0092290003
Tumor
-0.9
CPT0079380003
Tumor
-0.9
CPT0002350011
Tumor
-0.9
CPT0007860003
Tumor
-0.9
CPT0078510003
Tumor
-0.9
CPT0092160003
Tumor
-0.9
CPT0063630003
Tumor
-0.9
CPT0088970003
Tumor
-1.0
CPT0024670003
Tumor
-1.0
CPT0025290003
Tumor
-1.0
CPT0075560003
Tumor
-1.0
CPT0079270003
Tumor
-1.0
CPT0014450004
Tumor
-1.1
CPT0009060003
Tumor
-1.1
CPT0012280003
Tumor
-1.1
CPT0001340003
Tumor
-1.1
CPT0023350003
Tumor
-1.2
CPT0015730003
Tumor
-1.2
CPT0002270011
Tumor
-1.3
CPT0017410003
Tumor
-1.3
CPT0077110003
Tumor
-1.3
CPT0088690003
Tumor
-1.3
CPT0084560003
Tumor
-1.3
CPT0076330003
Tumor
-1.3
CPT0078800003
Tumor
-1.3
CPT0025050003
Tumor
-1.3
CPT0088550004
Tumor
-1.4
CPT0012180003
Tumor
-1.5
CPT0081880003
Tumor
-1.6
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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
