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.
HSPA5 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
155.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
381.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
352.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
337.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
306.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
255.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
244.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
239.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
238.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
237.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
227.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
220.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
220.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
220.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
215.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
210.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
210.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
209.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
207.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
207.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
204.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
204.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
195.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
191.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
185.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
182.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
179.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
178.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
164.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
154.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
146.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
144.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
143.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
142.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
139.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
137.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
128.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
126.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
124.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
120.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
119.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
117.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
116.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
113.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
110.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
105.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
104.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
100.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
98.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
97.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
91.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
85.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
81.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
80.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
75.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
70.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
70.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
70.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
67.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
63.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
55.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
34.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
26.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
24.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HSPA5 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
248.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
710.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
688.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
668.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
640.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
632.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
621.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
609.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
605.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
587.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
583.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
565.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
563.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
539.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
538.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
528.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
525.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
524.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
512.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
507.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
498.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
491.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
483.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
480.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
472.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
467.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
463.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
461.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
457.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
446.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
441.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
440.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
438.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
431.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
430.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
426.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
422.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
422.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
419.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
419.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
414.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
412.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
411.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
405.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
403.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
403.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
402.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
397.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
395.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
395.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
394.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
389.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
387.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
387.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
386.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
383.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
380.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
379.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
378.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
376.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
375.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
375.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
374.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
372.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
371.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
371.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
368.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
368.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
368.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
367.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
367.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
366.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
364.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
363.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
357.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
356.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
356.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
353.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
347.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
346.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
345.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
344.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
344.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
343.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
340.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
337.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
336.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
335.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
334.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
332.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
332.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
331.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
330.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
329.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
328.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
326.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
324.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
323.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
321.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
321.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
320.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
320.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
319.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
317.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
316.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
316.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
316.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
314.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
314.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
313.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
313.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
310.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
309.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
309.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
307.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
306.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
305.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
304.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
303.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
303.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
301.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
300.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
300.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
298.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
298.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
297.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
295.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
295.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
295.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
294.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
293.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
293.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
293.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
293.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
293.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
293.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
292.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
292.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
291.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
291.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
291.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
290.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
290.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
290.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
289.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
288.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
288.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
288.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
287.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
285.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
285.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
285.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
285.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
285.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
284.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
284.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
283.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
283.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
282.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
282.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
282.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
279.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
279.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
279.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
279.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
278.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
278.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
277.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
277.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
277.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
277.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
277.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
277.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
276.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
276.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
275.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
275.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
275.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
274.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
274.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
274.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
274.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
274.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
273.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
272.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
272.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
272.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
272.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
271.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
271.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
270.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
268.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
268.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
268.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
267.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
266.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
266.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
265.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
265.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
265.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
264.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
263.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
262.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
262.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
261.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
261.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
261.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
260.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
259.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
259.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
258.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
258.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
258.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
258.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
258.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
258.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
258.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
258.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
257.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
257.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
257.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
256.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
256.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
256.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
255.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
255.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
255.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
254.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
253.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
253.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
252.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
252.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
252.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
252.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
251.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
251.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
250.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
250.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
250.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
250.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
249.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
249.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
249.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
249.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
249.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
248.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
248.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
248.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
248.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
248.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
247.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
247.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
247.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
247.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
247.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
245.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
245.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
243.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
242.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
241.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
240.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
239.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
239.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
238.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
238.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
238.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
237.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
237.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
237.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
237.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
236.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
236.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
236.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
236.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
236.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
235.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
235.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
235.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
234.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
234.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
234.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
234.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
233.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
232.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
231.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
231.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
231.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
230.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
229.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
229.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
229.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
228.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
228.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
227.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
226.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
226.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
226.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
225.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
223.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
222.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
220.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
220.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
219.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
219.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
219.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
218.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
218.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
217.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
217.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
216.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
216.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
215.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
214.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
214.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
214.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
213.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
212.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
212.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
211.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
210.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
210.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
210.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
210.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
210.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
210.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
209.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
208.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
208.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
208.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
207.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
207.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
207.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
207.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
206.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
206.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
206.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
205.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
205.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
205.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
204.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
204.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
204.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
203.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
203.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
203.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
203.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
202.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
202.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
201.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
201.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
200.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
198.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
197.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
197.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
196.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
195.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
194.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
193.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
192.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
192.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
192.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
191.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
191.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
191.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
190.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
190.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
188.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
187.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
187.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
185.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
184.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
183.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
182.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
181.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
180.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
180.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
180.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
179.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
178.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
178.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
177.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
177.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
177.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
177.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
177.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
177.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
176.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
176.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
176.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
175.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
175.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
174.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
174.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
173.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
173.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
173.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
172.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
172.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
171.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
170.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
169.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
169.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
168.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
168.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
167.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
166.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
166.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
165.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
165.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
164.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
164.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
164.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
164.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
162.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
162.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
160.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
159.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
159.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
158.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
158.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
157.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
156.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
156.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
155.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
154.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
154.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
153.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
153.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
152.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
151.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
151.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
150.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
149.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
149.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
149.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
149.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
148.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
145.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
143.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
141.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
140.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
140.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
140.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
140.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
138.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
138.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
138.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
136.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
135.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
135.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
135.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
134.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
134.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
133.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
131.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
130.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
129.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
129.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
128.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
127.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
127.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
127.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
125.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
125.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
123.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
122.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
120.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
118.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
118.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
116.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
113.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
112.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
111.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
110.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
110.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
109.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
107.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
106.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
104.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
103.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
102.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
100.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
100.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
99.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
97.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
97.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
95.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
95.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
95.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
90.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
88.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
87.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
86.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
83.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
83.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
83.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
82.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
81.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
80.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
76.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
73.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
71.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
67.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
62.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
61.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
60.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
56.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
55.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
54.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
54.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
51.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
51.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
50.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
49.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
48.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
46.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
39.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
37.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
37.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
28.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
27.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HSPA5 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
299.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
764.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
628.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
593.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
570.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
566.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
530.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
528.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
503.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
487.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
468.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
461.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
446.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
430.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
421.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
411.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
400.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
370.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
370.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
365.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
361.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
361.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
360.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
358.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
350.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
348.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
347.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
341.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
340.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
334.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
331.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
331.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
330.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
330.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
329.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
328.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
328.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
322.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
322.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
321.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
311.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
308.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
307.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
305.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
304.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
303.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
301.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
298.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
298.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
298.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
296.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
294.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
293.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
293.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
282.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
276.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
272.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
271.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
266.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
265.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
263.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
253.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
248.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
232.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
229.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
227.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
226.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
223.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
221.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
218.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
216.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
214.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
214.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
214.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
214.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
212.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
210.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
208.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
206.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
206.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
205.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
199.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
193.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
189.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
188.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
186.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
186.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
185.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
185.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
183.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
173.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
164.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
163.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
163.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
160.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
156.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
152.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
146.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
139.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
129.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
HSPA5 is potential prognostic, high expression is unfavorable 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
188.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
823.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
607.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
579.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
575.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
573.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
551.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
487.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
477.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
474.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
453.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
445.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
431.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
416.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
407.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
386.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
385.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
382.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
379.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
372.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
370.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
369.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
358.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
353.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
352.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
349.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
347.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
345.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
345.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
340.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
338.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
335.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
331.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
330.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
324.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
317.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
314.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
313.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
313.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
309.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
308.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
306.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
305.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
305.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
304.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
298.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
294.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
292.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
289.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
286.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
285.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
284.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
282.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
281.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
278.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
274.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
274.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
274.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
273.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
270.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
265.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
258.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
258.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
258.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
255.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
255.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
252.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
252.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
249.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
248.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
244.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
244.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
239.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
239.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
238.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
237.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
237.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
236.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
233.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
233.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
233.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
232.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
232.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
231.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
231.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
231.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
229.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
227.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
227.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
226.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
225.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
224.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
223.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
220.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
220.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
220.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
220.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
219.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
219.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
218.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
217.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
216.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
215.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
212.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
212.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
211.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
210.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
210.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
205.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
205.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
203.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
202.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
193.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
192.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
191.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
191.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
190.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
190.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
190.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
188.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
186.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
185.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
181.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
180.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
179.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
177.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
175.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
175.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
173.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
173.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
173.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
173.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
173.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
173.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
173.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
170.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
169.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
167.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
166.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
166.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
166.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
165.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
164.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
164.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
163.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
162.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
161.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
161.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
160.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
160.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
158.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
158.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
157.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
156.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
155.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
155.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
154.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
152.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
152.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
150.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
150.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
148.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
147.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
146.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
146.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
146.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
145.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
141.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
140.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
139.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
139.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
138.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
135.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
135.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
134.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
133.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
131.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
131.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
130.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
130.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
129.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
129.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
127.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
126.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
125.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
125.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
124.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
124.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
123.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
123.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
121.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
117.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
117.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
117.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
117.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
115.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
114.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
114.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
114.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
112.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
110.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
109.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
109.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
109.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
109.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
109.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
108.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
106.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
106.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
104.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
104.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
102.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
101.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
101.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
100.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
100.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
99.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
99.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
99.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
98.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
97.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
96.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
96.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
96.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
93.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
92.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
91.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
89.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
89.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
86.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
85.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
85.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
83.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
82.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
81.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
80.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
80.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
79.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
78.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
77.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
77.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
77.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
71.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
70.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
69.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
69.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
68.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
67.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
67.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
66.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
65.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
64.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
63.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
63.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
62.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
62.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
57.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
56.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
55.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
53.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
52.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
52.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
52.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
50.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
49.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
49.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
47.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
41.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
38.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
38.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
37.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
35.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
33.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
31.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
30.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
29.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
27.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
24.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
21.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
16.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
16.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
15.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
1.6
CPT0002350011
Tumor
1.1
CPT0012180003
Tumor
0.8
CPT0088550004
Tumor
0.8
CPT0001340003
Tumor
0.7
CPT0081880003
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0063630003
Tumor
0.6
CPT0025110003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0069160003
Tumor
0.6
CPT0015730003
Tumor
0.5
CPT0075130003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0012550003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0011410003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0025170003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0078800003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0025060001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0077110003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0086870003
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0000870016
Tumor
-0.2
CPT0006950001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0011240003
Tumor
-0.2
CPT0006730001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0086370003
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0064400001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0079000001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0009020003
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0079180003
Tumor
-0.3
CPT0007870001
Normal
-0.3
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
