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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.
ZFP36L1 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
103.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
313.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
301.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
298.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
297.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
258.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
240.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
236.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
233.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
193.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
183.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
170.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
167.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
167.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
159.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
152.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
139.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
131.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
128.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
125.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
124.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
117.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
106.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
99.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
96.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
93.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
87.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
85.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
84.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
84.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
81.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
79.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
73.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
71.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
71.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
68.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
67.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
63.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
62.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
61.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
57.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
56.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
53.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
52.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
52.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
52.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
51.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
51.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
49.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
48.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
45.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
44.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
43.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
40.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
38.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
38.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
36.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
36.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
31.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
30.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
29.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
27.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
22.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 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.
ZFP36L1 is not prognostic 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
152.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
624.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
507.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
492.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
437.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
420.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
402.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
400.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
385.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
384.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
373.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
366.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
366.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
364.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
364.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
360.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
356.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
353.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
349.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
341.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
332.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
331.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
324.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
321.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
320.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
315.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
315.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
313.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
310.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
306.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
306.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
305.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
297.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
292.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
291.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
291.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
283.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
281.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
281.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
281.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
280.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
279.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
276.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
276.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
276.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
271.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
270.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
268.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
267.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
267.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
266.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
265.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
263.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
263.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
262.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
262.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
261.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
258.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
255.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
255.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
252.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
249.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
248.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
247.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
246.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
245.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
244.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
243.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
243.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
241.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
241.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
241.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
240.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
240.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
240.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
239.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
239.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
238.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
238.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
238.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
238.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
237.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
236.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
235.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
234.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
233.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
231.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
228.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
227.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
227.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
226.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
225.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
224.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
223.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
219.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
218.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
217.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
215.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
215.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
214.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
214.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
214.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
213.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
211.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
210.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
209.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
208.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
208.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
206.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
206.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
206.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
204.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
204.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
204.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
203.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
202.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
202.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
202.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
199.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
199.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
198.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
198.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
197.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
197.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
196.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
196.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
195.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
192.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
192.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
192.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
191.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
191.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
189.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
189.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
188.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
188.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
187.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
186.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
186.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
186.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
185.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
185.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
184.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
184.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
184.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
183.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
183.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
182.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
182.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
182.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
181.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
181.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
180.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
180.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
179.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
179.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
177.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
177.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
175.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
173.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
173.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
173.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
173.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
173.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
173.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
172.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
172.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
172.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
171.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
171.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
171.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
171.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
171.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
170.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
170.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
169.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
169.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
169.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
169.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
168.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
168.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
168.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
168.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
166.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
165.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
165.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
165.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
164.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
164.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
163.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
163.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
162.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
161.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
160.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
160.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
160.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
160.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
159.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
159.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
158.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
157.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
157.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
157.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
157.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
157.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
157.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
156.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
156.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
155.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
154.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
153.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
153.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
153.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
150.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
150.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
150.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
149.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
149.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
149.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
149.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
149.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
148.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
147.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
147.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
147.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
146.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
145.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
145.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
145.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
145.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
143.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
142.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
142.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
142.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
142.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
141.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
139.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
139.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
139.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
139.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
138.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
138.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
137.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
137.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
137.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
137.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
136.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
136.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
135.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
135.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
135.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
135.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
134.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
134.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
134.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
133.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
133.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
132.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
132.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
132.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
131.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
131.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
131.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
131.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
130.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
130.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
129.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
129.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
129.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
129.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
129.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
129.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
128.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
128.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
128.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
128.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
128.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
127.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
127.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
127.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
126.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
126.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
126.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
126.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
126.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
126.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
125.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
125.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
124.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
124.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
124.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
124.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
124.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
124.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
124.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
123.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
123.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
123.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
123.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
123.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
122.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
122.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
122.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
122.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
122.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
121.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
120.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
119.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
119.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
119.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
119.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
119.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
119.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
118.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
118.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
117.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
116.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
116.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
116.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
116.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
116.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
116.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
116.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
116.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
115.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
115.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
115.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
115.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
115.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
114.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
114.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
114.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
114.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
114.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
114.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
114.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
113.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
113.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
113.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
113.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
113.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
113.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
113.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
113.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
112.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
112.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
112.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
112.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
110.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
110.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
110.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
110.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
110.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
110.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
109.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
109.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
108.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
108.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
108.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
108.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
108.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
108.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
107.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
107.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
107.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
107.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
107.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
107.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
107.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
106.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
106.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
105.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
105.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
104.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
104.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
103.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
103.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
103.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
103.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
101.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
101.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
101.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
101.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
101.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
101.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
100.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
100.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
100.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
98.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
98.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
97.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
97.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
97.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
97.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
96.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
96.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
96.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
96.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
96.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
96.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
96.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
95.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
95.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
95.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
95.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
95.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
95.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
94.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
94.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
92.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
92.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
91.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
91.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
91.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
90.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
90.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
90.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
90.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
90.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
90.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
90.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
89.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
88.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
88.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
88.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
87.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
87.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
87.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
86.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
86.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
85.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
85.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
84.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
84.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
84.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
83.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
83.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
83.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
81.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
81.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
80.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
80.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
79.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
79.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
79.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
78.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
78.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
78.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
77.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
77.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
76.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
76.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
74.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
73.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
72.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
72.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
72.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
71.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
71.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
70.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
69.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
69.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
68.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
68.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
67.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
67.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
66.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
65.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
65.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
65.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
64.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
64.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
63.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
60.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
60.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
60.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
59.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
59.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
58.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
58.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
58.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
57.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
55.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
55.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
55.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
54.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
54.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
53.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
53.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
52.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
51.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
51.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
51.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
50.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
48.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
48.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
47.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
47.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
46.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
46.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
45.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
44.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
44.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
42.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
42.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
42.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
40.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
39.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
35.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
35.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
35.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
34.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
32.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
31.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
28.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
23.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
23.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
19.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
17.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
17.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
12.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 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.
ZFP36L1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
214.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
611.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
485.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
449.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
431.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
429.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
423.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
392.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
389.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
383.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
357.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
356.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
347.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
347.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
344.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
331.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
310.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
308.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
307.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
303.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
303.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
270.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
268.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
265.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
257.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
254.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
249.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
242.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
242.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
241.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
239.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
237.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
236.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
232.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
231.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
230.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
229.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
228.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
227.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
226.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
222.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
221.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
217.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
213.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
210.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
204.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
204.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
203.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
202.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
201.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
198.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
196.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
191.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
190.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
187.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
187.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
186.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
184.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
183.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
182.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
182.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
179.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
177.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
176.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
171.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
170.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
170.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
166.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
164.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
161.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
155.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
155.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
150.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
149.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
142.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
139.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
134.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
133.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
127.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
126.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
125.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
123.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
123.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
122.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
117.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
117.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
113.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
111.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
108.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
100.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
99.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
98.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
96.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
91.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
89.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
78.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
72.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
71.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
64.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 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.
ZFP36L1 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
196.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
978.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
814.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
673.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
669.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
578.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
573.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
571.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
543.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
527.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
525.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
510.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
507.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
490.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
485.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
466.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
456.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
454.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
449.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
437.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
405.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
401.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
387.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
386.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
383.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
374.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
373.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
371.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
368.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
362.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
362.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
354.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
351.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
346.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
345.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
344.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
341.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
339.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
339.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
339.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
334.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
333.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
331.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
329.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
327.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
327.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
316.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
314.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
311.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
310.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
306.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
304.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
291.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
288.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
286.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
282.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
277.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
274.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
274.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
272.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
266.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
261.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
255.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
254.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
254.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
252.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
248.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
244.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
242.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
239.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
238.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
236.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
234.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
234.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
233.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
232.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
231.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
231.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
228.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
228.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
228.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
226.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
223.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
223.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
222.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
221.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
221.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
218.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
216.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
216.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
216.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
214.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
210.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
208.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
206.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
206.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
203.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
202.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
201.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
201.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
201.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
201.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
201.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
199.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
198.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
197.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
196.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
195.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
189.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
188.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
188.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
184.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
184.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
184.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
183.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
182.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
180.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
180.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
180.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
179.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
178.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
177.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
176.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
176.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
174.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
172.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
170.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
170.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
170.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
169.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
168.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
167.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
166.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
163.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
163.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
163.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
163.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
162.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
162.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
161.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
159.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
159.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
158.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
158.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
158.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
157.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
157.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
156.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
155.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
155.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
155.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
154.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
153.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
152.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
152.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
151.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
151.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
150.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
150.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
150.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
149.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
147.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
145.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
144.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
143.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
142.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
141.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
140.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
139.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
138.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
138.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
137.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
137.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
137.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
137.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
137.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
137.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
136.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
136.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
135.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
135.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
135.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
133.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
132.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
129.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
128.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
127.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
127.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
127.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
124.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
122.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
121.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
121.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
121.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
120.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
118.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
118.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
116.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
114.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
113.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
112.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
111.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
111.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
111.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
111.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
110.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
110.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
110.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
109.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
109.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
109.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
109.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
108.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
108.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
106.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
106.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
104.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
103.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
103.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
102.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
99.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
99.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
98.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
97.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
96.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
95.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
95.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
94.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
93.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
93.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
93.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
93.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
91.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
90.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
87.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
87.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
86.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
86.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
84.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
83.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
83.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
81.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
79.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
78.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
76.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
76.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
74.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
74.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
73.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
71.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
71.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
70.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
70.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
68.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
67.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
67.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
67.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
66.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
66.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
65.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
63.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
60.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
60.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
60.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
59.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
56.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
56.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
54.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
54.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
53.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
52.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
51.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
50.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
49.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
43.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
40.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
36.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
36.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
35.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
34.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
30.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
21.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
18.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001260009
Tumor
1.0
CPT0017850003
Tumor
0.7
CPT0011410003
Tumor
0.7
CPT0075170001
Normal
0.7
CPT0079270003
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0001340003
Tumor
0.6
CPT0086970003
Normal
0.6
CPT0010120001
Normal
0.5
CPT0092290003
Tumor
0.5
CPT0084590001
Normal
0.5
CPT0025110003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0079510001
Normal
0.4
CPT0077320001
Normal
0.4
CPT0002270011
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0013790003
Normal
0.4
CPT0000640003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0078840001
Normal
0.4
CPT0009000003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0075570001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0066520001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0007470001
Normal
0.2
CPT0014160003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0014450004
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0092310003
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0092800003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0088780001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0006730001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0079300001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0088970003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0089020003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0079000001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0024670003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0086360003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0007860003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0079430001
Normal
-0.3
CPT0023350003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0066470004
Tumor
-0.3
CPT0006530001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0076350001
Normal
-0.3
CPT0025290003
Tumor
-0.3
CPT0086030003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0079180003
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0001230001
Normal
-0.5
CPT0092160003
Tumor
-0.5
CPT0077310003
Tumor
-0.6
CPT0015730003
Tumor
-0.7
CPT0078660003
Tumor
-0.7
CPT0064370003
Tumor
-0.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
