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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.
ST13 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
94.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
278.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
267.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
239.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
235.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
233.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
223.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
192.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
187.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
178.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
174.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
159.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
151.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
137.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
124.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
112.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
110.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
107.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
102.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
97.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
97.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
95.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
93.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
89.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
87.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
84.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
84.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
84.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
82.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
81.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
80.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
78.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
77.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
75.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
74.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
74.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
72.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
63.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
62.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
61.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
60.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
59.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
58.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
55.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
54.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
54.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
53.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
52.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
50.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
47.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
47.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
47.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
47.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
45.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
43.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
41.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
40.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
40.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
40.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
36.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
36.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
35.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
34.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
31.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
ST13 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
175.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
609.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
427.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
382.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
381.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
375.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
369.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
366.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
362.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
360.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
355.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
345.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
344.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
344.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
339.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
335.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
334.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
333.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
328.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
326.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
319.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
318.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
316.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
315.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
312.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
312.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
308.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
306.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
304.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
303.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
302.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
299.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
298.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
298.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
297.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
296.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
295.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
294.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
294.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
291.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
290.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
290.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
289.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
284.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
281.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
281.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
280.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
279.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
279.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
274.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
274.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
273.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
271.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
269.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
266.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
266.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
266.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
264.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
263.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
261.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
259.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
259.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
259.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
258.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
258.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
258.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
258.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
257.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
256.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
255.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
254.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
254.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
254.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
253.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
253.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
253.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
250.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
250.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
250.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
249.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
249.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
248.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
247.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
247.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
247.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
246.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
246.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
245.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
245.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
244.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
242.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
242.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
242.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
242.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
240.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
239.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
239.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
238.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
238.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
237.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
237.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
237.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
237.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
237.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
237.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
237.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
237.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
236.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
235.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
234.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
234.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
234.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
233.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
233.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
233.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
233.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
232.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
231.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
231.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
231.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
230.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
230.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
229.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
229.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
228.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
227.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
227.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
227.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
227.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
226.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
226.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
226.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
225.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
224.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
224.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
224.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
222.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
222.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
222.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
221.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
221.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
220.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
220.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
220.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
220.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
219.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
219.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
219.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
218.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
218.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
218.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
217.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
216.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
216.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
216.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
216.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
216.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
215.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
215.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
215.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
214.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
213.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
213.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
213.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
212.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
212.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
212.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
212.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
212.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
211.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
210.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
210.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
210.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
210.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
209.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
208.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
208.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
207.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
207.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
207.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
206.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
206.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
206.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
206.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
204.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
204.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
204.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
204.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
203.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
203.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
203.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
203.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
202.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
202.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
202.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
202.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
201.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
201.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
201.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
201.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
200.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
200.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
199.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
198.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
198.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
197.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
196.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
196.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
195.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
195.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
195.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
195.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
194.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
194.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
193.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
193.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
192.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
192.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
191.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
191.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
191.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
191.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
191.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
191.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
190.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
189.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
189.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
189.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
189.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
189.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
188.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
187.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
186.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
186.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
186.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
186.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
186.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
186.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
186.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
185.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
185.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
185.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
183.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
183.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
183.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
183.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
182.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
180.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
179.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
179.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
179.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
178.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
178.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
178.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
176.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
176.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
175.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
175.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
173.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
173.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
173.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
172.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
172.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
171.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
171.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
171.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
170.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
170.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
170.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
169.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
169.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
169.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
168.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
167.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
167.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
167.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
167.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
166.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
166.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
165.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
165.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
164.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
164.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
163.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
163.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
163.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
163.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
162.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
162.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
162.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
162.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
162.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
159.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
159.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
159.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
159.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
158.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
158.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
158.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
157.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
157.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
156.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
156.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
155.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
155.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
154.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
154.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
154.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
153.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
152.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
152.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
152.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
151.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
150.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
150.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
150.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
149.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
149.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
148.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
148.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
147.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
147.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
146.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
146.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
146.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
145.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
145.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
145.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
144.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
144.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
144.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
142.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
142.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
142.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
142.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
141.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
141.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
141.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
141.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
141.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
140.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
140.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
139.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
138.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
137.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
137.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
136.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
136.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
136.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
136.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
135.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
135.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
135.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
133.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
133.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
133.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
133.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
132.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
132.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
132.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
131.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
131.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
130.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
130.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
129.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
129.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
129.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
129.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
129.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
129.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
129.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
129.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
128.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
128.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
128.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
128.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
127.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
127.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
127.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
125.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
125.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
124.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
123.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
123.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
122.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
121.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
121.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
120.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
120.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
119.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
119.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
118.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
118.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
118.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
118.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
118.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
116.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
115.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
114.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
114.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
114.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
112.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
111.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
110.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
109.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
109.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
109.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
108.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
108.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
106.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
105.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
105.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
105.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
105.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
105.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
104.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
104.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
103.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
102.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
102.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
101.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
101.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
101.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
101.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
101.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
100.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
100.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
100.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
99.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
99.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
99.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
98.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
98.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
97.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
97.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
97.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
97.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
96.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
96.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
96.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
95.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
94.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
93.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
92.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
92.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
91.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
90.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
89.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
89.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
88.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
88.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
88.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
87.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
87.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
85.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
85.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
84.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
83.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
83.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
83.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
83.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
81.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
81.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
81.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
80.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
80.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
79.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
79.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
79.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
78.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
78.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
77.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
76.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
76.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
76.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
76.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
75.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
74.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
74.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
73.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
73.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
70.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
70.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
68.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
66.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
65.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
65.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
62.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
62.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
62.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
62.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
61.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
60.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
59.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
59.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
58.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
57.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
54.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
54.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
52.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
52.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
52.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
51.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
51.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
50.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
48.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
45.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
43.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
43.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
42.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
42.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
41.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
40.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
38.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
38.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
37.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
36.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
33.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
30.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
29.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
23.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
ST13 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
203.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
354.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
346.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
345.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
343.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
335.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
326.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
305.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
298.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
289.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
285.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
281.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
275.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
274.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
272.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
272.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
267.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
264.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
261.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
257.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
257.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
252.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
252.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
251.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
249.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
249.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
248.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
248.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
248.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
240.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
233.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
232.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
231.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
230.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
228.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
227.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
225.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
225.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
224.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
219.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
217.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
214.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
214.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
212.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
211.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
210.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
206.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
201.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
200.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
199.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
199.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
199.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
196.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
196.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
191.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
191.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
191.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
190.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
186.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
182.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
180.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
177.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
176.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
175.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
174.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
172.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
171.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
171.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
170.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
169.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
169.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
169.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
168.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
167.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
165.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
164.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
160.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
155.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
153.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
152.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
151.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
149.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
149.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
149.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
149.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
149.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
145.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
142.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
121.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
121.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
118.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
115.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
113.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
111.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
107.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
102.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
97.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
90.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
74.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
67.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
ST13 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
83.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
274.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
225.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
224.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
211.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
203.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
198.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
190.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
186.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
186.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
179.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
178.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
172.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
171.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
166.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
164.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
164.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
162.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
156.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
154.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
153.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
153.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
151.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
150.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
148.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
148.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
146.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
145.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
144.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
142.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
140.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
140.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
138.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
138.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
137.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
137.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
137.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
137.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
136.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
136.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
135.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
135.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
133.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
132.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
132.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
131.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
131.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
130.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
130.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
129.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
128.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
128.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
128.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
127.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
126.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
124.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
123.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
123.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
121.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
120.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
118.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
118.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
118.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
117.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
117.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
115.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
115.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
113.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
113.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
112.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
112.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
112.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
112.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
112.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
112.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
111.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
110.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
110.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
109.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
108.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
107.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
107.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
107.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
106.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
106.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
105.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
103.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
103.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
103.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
102.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
102.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
102.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
102.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
100.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
99.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
98.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
98.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
98.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
98.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
96.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
96.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
96.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
95.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
95.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
94.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
94.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
94.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
94.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
93.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
93.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
92.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
91.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
91.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
90.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
89.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
89.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
89.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
89.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
88.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
88.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
88.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
88.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
87.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
87.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
87.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
87.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
86.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
85.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
85.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
84.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
84.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
84.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
83.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
83.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
83.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
83.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
82.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
82.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
82.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
82.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
81.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
81.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
81.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
80.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
80.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
79.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
79.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
78.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
78.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
78.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
78.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
77.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
77.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
77.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
75.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
75.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
74.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
74.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
74.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
73.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
72.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
72.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
72.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
71.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
71.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
70.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
70.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
70.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
68.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
68.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
68.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
66.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
64.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
64.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
64.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
63.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
62.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
62.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
62.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
62.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
62.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
61.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
60.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
60.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
59.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
59.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
59.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
58.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
56.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
56.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
56.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
55.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
55.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
55.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
55.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
54.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
54.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
53.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
52.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
51.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
50.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
50.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
49.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
49.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
48.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
48.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
48.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
47.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
47.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
46.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
45.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
44.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
43.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
43.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
43.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
43.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
42.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
42.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
41.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
41.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
41.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
40.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
40.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
40.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
40.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
40.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
40.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
39.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
39.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
39.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
39.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
38.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
36.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
35.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
35.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
35.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
35.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
34.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
34.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
34.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
33.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
33.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
31.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
31.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
30.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
30.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
30.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
30.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
30.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
29.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
29.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
27.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
27.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
27.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
26.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
26.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
26.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
26.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
25.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
25.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
25.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
24.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
24.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
24.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
24.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
23.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
23.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
22.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
22.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
21.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
20.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
20.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
19.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
17.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
15.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
13.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
12.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
8.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.0
CPT0086030003
Tumor
0.7
CPT0000640003
Tumor
0.7
CPT0001340003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0025050003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0012550003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0092740003
Normal
0.4
CPT0006440003
Tumor
0.4
CPT0021240003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0000790001
Normal
0.3
CPT0014160003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0010160003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0026420001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0009080003
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0025610001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0084560003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0088640003
Normal
0.0
CPT0025920001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0009020003
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0089020003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0088710001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0079270003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0066480003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0001230001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0086360003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0078990003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0001260009
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0092190003
Normal
-0.3
CPT0088760003
Tumor
-0.3
CPT0088480003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0011410003
Tumor
-0.3
CPT0086820003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0088550004
Tumor
-0.4
CPT0063630003
Tumor
-0.5
CPT0088630003
Tumor
-0.5
CPT0012280003
Tumor
-0.6
CPT0017850003
Tumor
-0.7
CPT0012180003
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.