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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
H2AJ is not prognostic in Colon Adenocarcinoma (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
168.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
595.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
509.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
504.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
472.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
452.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
439.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
433.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
414.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
411.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
397.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
380.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
377.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
376.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
370.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
369.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
368.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
349.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
345.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
335.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
327.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
320.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
308.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
306.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
306.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
305.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
301.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
294.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
294.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
286.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
276.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
276.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
274.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
272.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
272.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
270.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
268.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
267.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
264.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
262.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
261.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
261.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
257.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
257.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
255.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
254.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
254.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
250.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
246.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
241.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
239.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
239.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
238.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
235.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
231.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
229.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
228.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
224.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
222.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
221.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
220.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
218.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
217.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
216.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
214.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
214.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
213.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
209.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
208.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
208.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
207.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
207.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
203.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
203.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
202.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
202.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
202.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
198.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
198.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
195.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
194.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
193.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
192.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
189.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
188.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
187.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
185.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
185.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
184.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
183.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
183.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
181.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
180.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
176.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
175.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
174.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
173.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
173.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
172.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
171.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
170.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
168.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
167.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
166.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
166.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
165.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
165.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
164.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
164.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
163.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
162.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
161.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
161.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
157.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
157.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
157.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
157.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
156.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
156.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
154.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
154.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
152.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
152.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
151.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
148.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
148.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
147.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
147.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
145.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
145.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
145.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
144.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
144.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
143.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
143.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
142.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
142.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
142.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
140.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
140.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
138.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
138.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
138.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
136.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
135.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
135.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
133.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
133.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
133.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
133.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
132.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
129.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
129.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
129.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
128.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
127.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
123.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
123.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
122.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
121.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
120.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
120.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
119.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
118.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
117.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
114.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
114.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
112.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
112.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
112.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
110.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
109.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
109.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
108.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
108.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
108.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
107.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
107.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
107.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
105.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
105.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
104.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
104.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
103.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
100.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
100.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
100.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
100.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
100.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
99.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
98.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
98.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
98.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
97.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
97.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
96.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
95.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
95.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
94.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
94.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
94.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
93.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
93.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
93.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
93.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
93.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
92.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
92.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
89.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
89.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
88.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
87.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
86.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
84.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
83.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
83.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
81.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
80.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
78.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
78.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
76.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
75.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
75.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
74.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
74.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
73.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
72.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
72.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
70.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
70.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
67.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
64.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
63.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
62.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
61.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
58.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
56.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
55.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
55.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
50.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
38.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 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.
H2AJ is not prognostic in Colon Adenocarcinoma (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
39.7
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
156.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
127.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
109.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
107.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
103.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
98.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
98.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
95.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
94.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
93.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
91.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
85.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
82.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
82.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
81.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
81.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
79.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
79.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
76.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
76.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
75.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
75.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
74.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
73.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
72.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
72.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
72.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
71.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
71.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
70.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
69.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
69.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
69.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
69.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
68.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
68.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
68.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
68.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
67.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
67.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
67.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
67.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
66.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
66.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
66.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
66.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
65.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
65.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
65.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
64.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
63.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
63.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
63.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
63.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
63.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
63.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
62.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
62.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
62.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
62.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
62.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
62.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
62.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
62.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
61.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
61.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
61.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
61.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
60.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
60.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
60.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
59.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
59.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
59.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
59.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
59.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
59.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
59.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
58.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
58.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
58.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
57.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
57.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
57.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
57.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
57.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
56.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
56.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
56.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
55.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
55.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
55.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
55.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
55.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
55.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
55.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
55.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
55.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
54.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
54.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
54.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
53.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
53.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
53.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
53.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
53.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
53.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
53.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
52.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
52.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
52.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
52.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
52.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
52.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
52.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
52.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
52.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
51.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
51.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
51.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
51.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
51.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
50.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
50.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
50.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
50.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
49.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
49.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
49.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
49.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
49.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
48.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
48.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
48.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
48.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
48.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
48.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
48.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
47.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
47.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
47.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
47.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
47.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
47.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
47.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
47.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
46.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
46.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
46.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
46.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
46.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
46.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
46.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
46.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
46.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
46.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
46.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
45.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
45.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
45.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
45.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
45.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
45.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
45.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
45.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
45.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
45.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
44.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
44.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
44.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
44.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
44.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
44.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
43.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
43.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
43.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
43.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
43.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
43.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
43.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
43.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
43.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
43.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
43.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
43.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
43.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
43.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
42.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
42.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
42.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
42.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
42.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
42.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
42.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
42.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
42.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
42.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
41.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
41.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
41.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
41.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
41.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
41.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
41.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
41.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
40.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
40.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
40.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
40.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
40.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
40.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
40.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
40.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
40.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
39.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
39.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
39.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
39.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
39.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
38.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
38.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
38.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
38.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
38.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
38.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
38.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
37.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
37.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
37.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
37.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
37.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
36.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
36.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
36.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
36.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
36.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
35.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
35.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
35.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
35.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
34.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
34.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
33.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
31.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
30.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
29.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
3.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
3.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
1.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 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.
H2AJ is not prognostic in Rectum Adenocarcinoma (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
165.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
827.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
417.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
366.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
343.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
313.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
297.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
295.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
278.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
275.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
250.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
248.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
246.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
245.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
234.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
229.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
229.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
225.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
218.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
213.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
211.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
207.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
206.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
203.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
203.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
199.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
197.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
193.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
192.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
180.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
178.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
176.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
172.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
172.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
168.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
168.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
158.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
157.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
155.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
155.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
152.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
152.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
151.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
149.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
141.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
141.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
140.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
138.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
138.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
137.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
137.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
135.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
134.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
133.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
131.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
129.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
125.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
123.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
121.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
120.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
114.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
113.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
111.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
109.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
100.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
100.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
96.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
95.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
95.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
94.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
92.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
90.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
90.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
89.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
83.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
81.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
80.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
78.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
77.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
76.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
76.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
75.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
74.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
71.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
67.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
66.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
50.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
46.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 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.
H2AJ is not prognostic in Rectum Adenocarcinoma (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
41.2
Number of samples
207
Samples
Sample
Description
TPM
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
136.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
132.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
107.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
102.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
95.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
89.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
88.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
85.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
84.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
82.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
79.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
79.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
73.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
72.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
72.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
72.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
71.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
69.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
69.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
67.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
67.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
67.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
66.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
65.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
65.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
65.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
65.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
64.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
63.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
62.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
58.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
56.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
56.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
56.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
55.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
54.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
54.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
53.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
53.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
53.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
53.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
52.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
52.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
51.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
51.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
51.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
51.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
51.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
50.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
49.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
49.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
49.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
49.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
49.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
48.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
48.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
48.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
47.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
47.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
47.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
46.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
46.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
46.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
45.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
44.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
44.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
44.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
44.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
43.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
43.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
43.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
43.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
43.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
43.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
42.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
42.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
42.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
41.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
41.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
41.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
41.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
41.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
40.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
40.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
40.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
39.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
39.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
39.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
39.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
39.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
39.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
38.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
38.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
38.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
38.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
37.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
37.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
37.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
37.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
36.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
36.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
36.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
36.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
36.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
35.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
35.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
32.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL 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.