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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.
TSC22D1 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
67.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
413.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
210.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
162.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
142.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
136.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
135.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
114.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
109.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
109.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
107.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
95.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
93.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
90.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
87.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
86.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
80.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
80.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
77.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
74.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
72.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
70.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
65.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
64.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
62.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
61.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
60.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
59.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
58.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
58.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
58.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
57.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
57.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
54.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
54.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
53.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
51.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
49.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
47.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
46.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
43.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
42.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
41.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
41.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
41.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
41.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
40.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
37.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
35.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
33.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
32.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
32.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
30.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
29.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
27.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
26.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
23.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
23.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
23.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
23.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
19.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
19.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
16.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 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.
TSC22D1 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
153.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
413.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
407.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
386.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
384.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
381.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
380.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
372.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
364.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
363.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
363.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
350.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
349.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
345.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
341.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
341.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
341.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
337.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
325.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
323.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
316.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
316.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
313.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
305.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
302.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
302.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
297.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
297.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
296.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
295.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
291.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
290.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
289.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
286.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
285.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
283.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
281.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
278.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
276.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
275.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
275.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
275.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
272.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
270.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
269.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
268.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
267.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
265.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
264.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
261.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
261.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
258.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
257.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
255.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
255.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
253.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
252.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
250.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
250.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
250.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
249.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
248.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
247.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
244.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
243.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
240.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
239.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
238.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
238.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
237.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
236.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
236.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
234.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
234.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
233.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
232.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
231.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
230.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
230.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
228.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
228.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
225.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
223.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
222.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
221.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
221.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
221.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
221.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
218.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
217.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
217.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
216.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
215.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
215.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
215.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
215.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
214.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
214.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
213.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
213.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
211.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
211.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
210.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
210.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
210.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
210.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
209.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
208.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
208.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
208.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
208.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
208.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
208.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
208.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
208.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
208.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
208.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
207.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
205.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
204.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
204.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
203.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
203.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
203.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
203.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
203.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
202.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
201.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
200.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
199.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
199.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
199.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
199.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
198.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
197.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
196.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
195.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
195.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
194.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
192.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
191.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
191.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
191.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
190.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
190.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
190.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
189.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
189.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
189.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
188.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
188.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
187.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
186.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
185.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
185.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
185.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
184.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
184.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
184.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
184.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
184.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
183.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
182.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
182.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
182.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
181.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
179.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
179.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
179.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
179.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
179.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
178.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
178.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
178.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
177.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
177.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
177.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
177.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
177.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
176.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
176.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
175.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
174.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
173.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
172.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
172.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
172.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
172.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
172.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
169.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
169.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
169.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
169.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
168.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
168.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
166.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
166.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
165.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
165.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
165.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
165.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
164.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
164.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
164.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
164.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
164.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
163.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
161.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
161.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
161.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
160.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
160.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
160.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
159.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
159.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
158.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
158.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
157.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
157.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
156.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
156.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
156.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
156.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
156.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
155.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
155.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
154.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
154.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
153.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
153.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
153.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
152.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
152.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
152.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
152.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
151.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
151.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
150.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
150.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
150.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
150.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
150.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
150.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
149.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
148.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
148.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
148.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
147.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
146.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
146.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
146.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
146.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
145.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
145.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
144.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
144.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
144.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
144.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
143.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
141.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
141.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
141.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
140.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
140.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
139.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
139.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
138.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
138.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
138.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
138.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
137.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
137.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
137.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
137.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
137.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
136.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
136.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
136.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
136.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
135.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
135.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
135.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
135.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
135.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
135.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
135.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
135.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
134.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
134.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
134.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
133.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
133.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
133.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
132.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
132.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
132.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
131.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
131.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
130.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
130.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
129.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
129.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
128.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
128.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
128.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
128.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
128.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
128.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
127.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
127.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
127.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
127.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
126.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
126.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
125.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
125.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
124.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
124.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
124.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
124.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
124.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
123.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
123.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
123.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
123.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
122.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
119.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
119.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
118.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
118.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
118.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
118.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
117.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
117.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
117.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
117.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
117.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
116.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
116.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
116.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
116.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
115.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
115.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
115.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
115.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
114.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
114.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
114.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
113.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
113.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
113.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
112.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
112.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
112.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
112.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
111.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
111.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
110.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
109.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
109.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
109.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
108.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
107.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
107.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
107.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
106.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
106.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
106.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
106.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
105.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
105.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
104.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
104.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
104.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
104.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
103.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
103.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
103.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
102.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
102.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
101.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
101.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
100.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
100.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
98.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
98.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
97.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
97.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
96.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
96.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
96.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
95.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
95.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
95.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
94.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
94.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
94.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
94.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
93.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
93.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
93.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
93.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
92.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
92.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
91.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
91.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
90.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
89.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
89.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
89.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
89.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
87.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
87.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
87.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
87.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
86.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
84.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
84.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
84.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
84.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
83.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
83.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
81.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
81.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
80.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
80.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
80.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
79.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
79.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
78.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
78.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
78.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
78.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
77.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
77.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
77.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
77.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
77.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
76.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
76.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
76.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
76.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
76.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
75.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
75.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
75.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
75.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
74.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
74.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
74.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
74.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
74.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
73.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
73.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
73.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
72.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
72.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
70.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
70.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
70.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
69.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
69.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
68.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
68.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
67.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
66.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
66.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
66.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
66.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
65.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
65.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
64.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
63.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
63.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
62.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
62.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
61.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
59.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
58.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
58.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
58.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
57.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
56.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
56.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
55.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
54.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
53.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
53.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
53.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
53.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
51.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
50.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
48.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
47.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
46.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
46.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
45.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
45.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
42.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
41.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
41.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
38.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
38.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
37.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
35.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
34.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
34.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
33.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
32.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
29.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
29.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
28.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
27.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
27.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
27.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
27.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
27.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
25.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
25.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
24.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
TSC22D1 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
204.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
443.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
438.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
418.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
411.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
399.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
377.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
365.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
361.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
355.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
355.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
351.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
341.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
332.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
321.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
315.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
305.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
300.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
299.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
295.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
282.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
279.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
276.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
268.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
264.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
263.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
260.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
254.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
252.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
251.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
245.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
242.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
236.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
233.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
232.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
232.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
231.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
229.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
228.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
223.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
222.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
219.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
219.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
218.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
216.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
216.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
214.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
212.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
211.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
210.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
205.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
199.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
198.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
197.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
195.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
192.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
189.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
189.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
182.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
180.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
176.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
176.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
175.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
167.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
160.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
160.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
160.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
151.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
150.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
149.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
144.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
144.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
143.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
141.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
136.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
129.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
127.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
124.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
121.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
120.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
113.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
113.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
112.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
104.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
103.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
101.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
92.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
92.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
85.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
84.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
82.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
77.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
76.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
71.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
69.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
64.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
46.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
41.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
TSC22D1 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
126.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
505.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
490.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
489.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
458.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
420.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
412.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
378.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
321.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
321.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
319.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
311.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
311.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
308.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
305.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
298.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
282.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
273.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
272.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
271.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
255.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
250.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
246.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
244.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
243.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
243.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
240.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
232.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
230.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
229.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
226.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
226.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
223.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
219.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
219.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
218.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
213.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
213.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
212.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
212.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
210.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
210.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
209.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
207.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
201.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
195.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
194.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
194.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
190.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
189.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
186.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
186.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
186.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
184.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
181.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
181.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
181.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
179.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
177.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
173.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
172.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
169.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
169.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
168.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
166.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
162.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
162.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
162.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
159.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
157.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
156.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
154.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
154.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
154.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
154.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
153.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
151.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
151.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
149.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
149.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
149.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
148.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
148.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
147.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
147.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
147.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
146.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
144.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
142.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
139.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
139.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
137.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
137.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
136.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
135.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
135.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
133.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
133.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
133.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
132.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
132.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
131.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
131.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
131.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
130.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
129.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
128.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
128.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
128.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
127.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
126.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
126.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
125.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
125.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
124.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
124.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
124.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
123.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
122.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
119.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
119.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
119.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
118.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
117.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
116.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
115.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
115.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
115.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
114.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
114.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
113.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
112.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
112.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
111.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
111.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
110.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
109.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
109.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
108.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
108.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
108.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
107.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
107.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
107.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
107.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
107.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
105.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
104.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
102.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
102.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
101.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
101.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
100.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
100.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
99.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
98.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
98.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
98.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
97.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
96.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
95.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
95.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
93.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
91.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
91.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
91.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
91.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
90.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
90.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
89.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
89.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
86.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
86.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
85.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
85.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
85.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
84.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
84.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
84.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
84.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
83.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
82.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
82.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
82.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
81.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
81.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
81.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
80.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
79.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
79.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
79.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
79.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
79.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
78.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
77.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
76.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
76.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
74.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
74.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
74.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
73.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
73.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
73.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
73.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
73.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
72.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
72.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
71.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
71.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
70.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
69.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
69.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
68.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
68.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
67.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
67.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
67.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
67.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
66.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
65.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
65.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
64.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
63.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
63.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
62.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
61.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
61.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
61.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
60.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
59.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
59.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
59.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
59.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
58.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
57.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
56.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
55.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
54.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
53.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
53.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
53.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
52.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
52.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
51.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
50.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
50.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
50.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
49.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
48.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
48.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
48.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
47.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
47.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
47.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
46.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
46.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
46.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
45.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
44.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
44.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
43.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
43.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
43.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
42.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
39.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
39.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
36.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
36.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
33.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
32.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
32.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
29.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
29.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
28.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
28.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
27.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
27.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
27.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
25.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
22.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
19.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
16.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011410003
Tumor
1.0
CPT0081880003
Tumor
0.8
CPT0025580004
Tumor
0.8
CPT0010160003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0025110003
Tumor
0.7
CPT0063630003
Tumor
0.6
CPT0075130003
Tumor
0.6
CPT0088480003
Tumor
0.6
CPT0015810003
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0086360003
Tumor
0.5
CPT0000640003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0092790003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0006630003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0012080003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0066470004
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0078990003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0010120001
Normal
0.2
CPT0089020003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0069160003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0012640003
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0014370004
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0065450001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0012290003
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0065810003
Tumor
-0.2
CPT0089040001
Normal
-0.2
CPT0078510003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0086870003
Tumor
-0.2
CPT0087050003
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0012180003
Tumor
-0.2
CPT0088550004
Tumor
-0.2
CPT0078660003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0086950003
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0088780001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0078800003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0086370003
Normal
-0.3
CPT0001340003
Tumor
-0.4
CPT0012770003
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0001180009
Tumor
-0.5
CPT0086820003
Tumor
-0.5
CPT0001220008
Tumor
-0.6
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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.
The Human Protein Atlas project is funded
