We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
PLAAT4 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
388.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1186.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
969.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
938.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
897.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
897.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
807.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
712.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
708.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
660.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
658.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
640.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
568.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
555.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
529.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
519.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
506.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
499.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
498.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
468.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
453.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
453.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
442.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
430.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
419.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
414.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
394.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
386.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
378.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
370.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
360.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
359.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
355.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
354.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
353.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
352.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
350.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
325.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
322.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
318.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
287.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
282.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
272.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
258.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
258.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
252.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
251.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
224.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
214.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
208.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
195.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
191.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
179.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
173.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
158.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
152.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
150.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
146.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
89.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
20.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
20.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
20.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
18.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 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.
PLAAT4 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
183.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
968.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
954.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
896.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
876.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
811.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
792.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
718.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
708.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
617.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
612.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
574.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
572.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
558.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
553.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
527.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
520.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
509.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
506.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
502.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
500.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
477.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
473.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
469.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
466.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
463.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
438.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
438.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
437.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
433.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
432.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
431.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
429.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
422.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
420.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
407.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
407.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
406.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
405.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
402.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
400.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
398.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
397.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
394.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
387.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
384.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
383.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
382.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
382.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
381.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
378.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
377.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
373.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
370.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
369.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
363.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
362.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
362.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
353.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
351.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
348.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
348.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
346.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
340.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
336.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
335.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
334.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
330.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
327.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
323.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
320.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
320.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
317.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
316.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
314.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
312.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
307.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
305.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
305.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
300.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
300.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
299.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
297.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
296.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
295.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
294.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
294.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
290.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
284.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
280.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
280.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
277.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
277.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
275.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
274.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
274.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
272.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
269.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
268.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
268.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
265.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
262.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
261.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
260.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
260.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
256.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
254.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
254.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
253.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
249.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
248.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
248.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
247.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
246.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
244.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
243.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
241.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
241.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
241.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
240.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
240.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
239.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
236.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
234.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
233.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
232.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
231.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
230.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
229.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
229.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
228.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
222.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
221.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
220.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
220.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
219.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
219.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
216.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
215.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
215.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
214.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
214.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
213.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
213.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
213.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
210.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
209.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
206.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
205.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
205.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
204.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
202.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
201.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
201.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
201.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
200.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
198.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
198.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
196.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
196.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
195.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
194.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
194.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
193.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
193.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
193.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
193.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
192.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
192.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
192.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
191.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
191.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
191.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
191.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
190.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
189.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
189.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
188.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
187.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
187.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
187.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
186.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
186.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
185.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
185.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
184.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
184.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
183.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
182.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
181.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
181.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
181.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
181.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
181.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
180.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
179.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
178.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
176.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
176.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
176.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
176.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
176.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
174.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
174.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
174.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
172.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
172.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
171.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
170.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
170.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
169.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
168.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
168.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
168.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
168.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
167.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
167.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
166.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
166.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
164.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
164.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
164.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
164.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
164.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
163.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
163.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
162.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
161.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
161.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
161.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
161.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
160.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
160.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
159.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
159.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
158.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
157.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
157.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
156.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
156.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
155.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
155.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
154.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
153.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
153.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
152.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
151.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
150.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
149.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
149.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
148.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
148.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
148.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
147.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
147.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
145.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
145.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
145.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
145.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
144.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
144.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
143.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
143.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
143.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
143.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
142.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
141.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
141.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
141.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
139.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
138.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
138.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
137.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
137.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
137.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
137.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
137.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
137.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
136.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
135.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
135.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
135.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
134.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
134.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
133.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
133.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
132.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
132.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
132.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
131.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
130.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
129.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
129.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
128.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
128.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
127.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
127.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
127.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
127.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
126.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
126.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
125.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
125.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
125.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
125.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
124.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
123.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
123.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
123.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
123.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
122.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
122.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
122.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
122.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
121.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
120.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
120.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
120.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
120.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
119.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
119.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
119.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
119.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
118.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
118.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
117.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
117.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
117.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
117.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
117.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
117.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
116.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
116.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
115.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
113.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
113.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
113.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
113.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
113.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
113.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
112.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
112.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
109.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
109.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
109.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
108.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
108.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
108.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
107.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
107.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
106.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
106.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
106.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
105.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
105.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
105.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
104.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
103.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
103.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
103.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
103.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
102.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
101.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
101.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
101.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
101.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
101.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
101.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
100.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
99.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
99.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
98.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
97.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
97.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
97.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
96.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
95.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
94.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
94.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
94.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
93.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
93.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
92.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
92.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
92.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
91.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
91.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
90.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
90.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
90.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
90.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
89.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
89.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
89.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
89.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
89.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
88.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
88.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
88.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
88.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
87.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
87.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
87.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
87.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
85.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
85.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
84.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
84.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
83.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
83.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
83.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
83.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
83.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
83.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
83.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
83.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
83.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
82.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
82.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
82.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
81.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
81.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
80.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
78.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
78.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
77.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
77.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
77.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
76.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
75.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
75.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
75.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
74.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
74.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
74.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
74.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
73.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
73.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
73.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
73.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
72.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
72.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
72.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
71.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
71.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
71.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
71.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
70.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
70.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
70.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
70.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
69.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
69.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
69.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
69.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
68.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
68.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
67.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
67.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
67.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
65.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
64.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
64.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
63.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
63.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
62.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
62.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
62.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
62.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
62.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
61.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
61.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
59.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
59.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
58.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
58.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
58.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
57.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
56.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
56.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
56.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
55.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
54.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
54.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
53.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
53.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
53.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
52.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
51.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
50.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
50.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
50.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
50.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
50.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
49.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
49.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
49.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
48.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
48.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
48.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
47.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
45.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
43.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
43.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
43.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
42.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
41.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
41.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
41.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
40.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
40.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
39.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
38.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
36.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
35.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
34.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
34.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
28.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
27.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
27.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
26.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 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.
PLAAT4 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
161.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
646.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
431.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
425.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
386.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
385.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
382.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
361.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
357.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
341.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
312.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
302.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
301.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
301.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
287.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
286.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
284.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
270.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
258.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
256.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
244.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
237.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
223.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
209.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
209.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
204.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
204.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
202.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
189.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
188.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
184.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
182.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
180.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
173.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
172.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
172.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
172.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
166.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
161.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
160.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
155.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
154.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
154.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
149.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
146.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
146.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
145.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
141.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
141.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
140.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
138.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
126.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
125.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
124.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
124.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
123.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
120.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
119.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
118.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
118.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
116.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
115.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
113.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
112.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
108.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
108.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
107.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
106.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
101.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
101.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
97.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
92.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
91.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
84.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
80.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
79.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
76.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
75.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
72.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
71.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
69.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
69.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
66.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
65.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
62.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
61.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
60.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
59.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
57.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
55.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
54.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
48.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
48.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
45.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
45.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
43.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
43.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
41.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
40.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLAAT4 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
146.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
985.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
855.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
552.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
429.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
424.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
365.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
352.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
336.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
327.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
326.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
326.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
323.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
317.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
305.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
305.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
299.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
290.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
288.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
284.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
281.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
278.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
270.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
265.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
261.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
260.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
258.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
256.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
255.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
253.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
246.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
245.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
242.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
241.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
239.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
239.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
237.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
236.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
233.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
230.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
230.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
220.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
217.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
216.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
216.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
215.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
213.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
213.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
206.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
206.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
205.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
203.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
203.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
202.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
201.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
199.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
198.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
196.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
194.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
191.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
190.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
190.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
189.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
188.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
182.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
177.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
176.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
176.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
175.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
174.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
173.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
173.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
172.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
171.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
170.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
170.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
169.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
169.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
169.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
168.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
168.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
168.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
166.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
166.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
165.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
164.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
164.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
164.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
163.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
163.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
163.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
163.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
161.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
161.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
160.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
160.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
159.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
158.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
158.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
157.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
157.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
156.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
155.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
155.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
155.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
153.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
152.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
151.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
151.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
150.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
150.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
148.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
148.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
148.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
147.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
147.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
147.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
145.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
145.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
144.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
144.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
144.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
143.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
143.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
143.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
143.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
143.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
142.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
141.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
141.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
139.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
138.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
136.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
135.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
134.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
134.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
134.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
134.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
134.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
133.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
133.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
133.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
132.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
132.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
131.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
131.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
131.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
131.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
130.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
128.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
127.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
127.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
126.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
126.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
124.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
123.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
123.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
122.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
121.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
119.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
118.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
117.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
117.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
117.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
117.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
116.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
116.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
116.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
115.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
115.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
113.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
113.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
112.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
111.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
111.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
111.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
110.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
110.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
109.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
109.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
106.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
105.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
105.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
104.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
104.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
104.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
103.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
103.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
102.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
102.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
102.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
100.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
98.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
98.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
98.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
98.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
97.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
94.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
94.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
93.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
91.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
91.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
91.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
91.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
90.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
90.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
88.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
88.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
87.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
87.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
87.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
87.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
85.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
85.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
83.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
83.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
83.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
83.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
83.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
82.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
81.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
81.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
80.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
79.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
76.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
76.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
75.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
75.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
75.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
73.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
73.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
72.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
71.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
70.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
67.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
66.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
66.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
65.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
65.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
63.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
62.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
62.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
62.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
61.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
61.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
60.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
60.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
57.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
57.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
57.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
54.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
53.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
52.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
50.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
50.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
49.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
48.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
46.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
44.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
41.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
41.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
41.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
40.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
39.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
38.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
38.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
37.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
35.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
34.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
33.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
31.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
26.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
24.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
24.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
24.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
20.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
19.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
11.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
