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THYROID CANCER - Interactive survival scatter ploti
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.
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 median 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 FPKM
193.3
Number of samples
501
Samples
Sample
Description
FPKM
TCGA-DJ-A2Q1-01A
44 years, female, white, stage:i, alive, 1148 days
8481.2
TCGA-BJ-A0Z9-01A
57 years, female, white, stage:iii, alive, 1257 days
3564.1
TCGA-ET-A4KN-01A
51 years, female, white, stage:iii, alive, 1009 days
3403.1
TCGA-ET-A25G-01A
57 years, female, white, stage:iii, alive, 2492 days
1718.5
TCGA-EL-A3ZM-01A
60 years, male, stage:iva, alive, 1096 days
1564.6
TCGA-EL-A3MY-01A
81 years, male, white, stage:ivc, dead, 533 days
1286.8
TCGA-EL-A3ZO-01A
79 years, female, white, stage:iii, alive, 2211 days
1228.4
TCGA-DJ-A2PT-01A
70 years, female, white, stage:iii, alive, 1181 days
1105.1
TCGA-E8-A2EA-01A
52 years, female, white, stage:i, alive, 1085 days
1086.7
TCGA-FY-A4B4-01A
62 years, female, white, stage:iii, alive, 657 days
1081.2
TCGA-DE-A4MA-01A
52 years, female, black or african american, stage:iii, alive, 916 days
1030.8
TCGA-EM-A3O3-01A
83 years, female, stage:iii, alive, 441 days
950.9
TCGA-EL-A3T9-01A
69 years, female, white, stage:iv, dead, 174 days
940.2
TCGA-E8-A242-01A
56 years, female, white, stage:iii, alive, 950 days
935.2
TCGA-E8-A419-01A
30 years, female, white, stage:i, alive, 774 days
919.9
TCGA-ET-A39O-01A
39 years, male, white, stage:i, alive, 3059 days
846.7
TCGA-DJ-A4V5-01A
55 years, male, white, stage:iva, alive, 1076 days
842.7
TCGA-EL-A4KG-01A
35 years, female, white, stage:i, alive, 739 days
821.0
TCGA-EM-A3FQ-01A
19 years, female, stage:i, alive, 492 days
820.5
TCGA-DE-A7U5-01A
36 years, female, black or african american, stage:i, alive, 84 days
798.4
TCGA-DJ-A1QO-01A
69 years, male, white, stage:iii, alive, 1442 days
775.6
TCGA-ET-A3BV-01A
47 years, female, white, stage:iii, alive, 2294 days
771.1
TCGA-DJ-A1QE-01A
62 years, female, white, stage:iii, alive, 4134 days
761.7
TCGA-EL-A4K7-01A
74 years, male, white, stage:iii, alive, 1251 days
745.7
TCGA-EL-A3T6-01A
35 years, female, white, stage:i, alive, 2988 days
740.5
TCGA-BJ-A45J-01A
39 years, female, white, stage:i, alive, 658 days
705.7
TCGA-ET-A2MX-01A
27 years, male, white, stage:i, alive, 2689 days
702.2
TCGA-BJ-A3PU-01A
52 years, male, white, stage:iii, alive, 567 days
692.5
TCGA-EM-A3AO-01A
61 years, male, stage:iva, alive, 1354 days
686.0
TCGA-DJ-A3VE-01A
50 years, male, white, stage:i, alive, 577 days
678.8
TCGA-EL-A4JX-01A
31 years, female, black or african american, stage:i, alive, 1398 days
654.3
TCGA-DJ-A2Q4-01A
53 years, male, white, stage:iii, alive, 1032 days
635.6
TCGA-KS-A41F-01A
37 years, female, white, stage:i, alive, 4367 days
633.2
TCGA-ET-A3BX-01A
24 years, male, white, stage:i, alive, 1596 days
631.9
TCGA-EL-A3GR-01A
31 years, female, white, stage:i, alive, 3501 days
595.8
TCGA-ET-A3DO-01A
33 years, female, white, stage:i, alive, 3552 days
580.5
TCGA-FE-A23A-01A
27 years, female, white, stage:i, alive, 2489 days
574.8
TCGA-DO-A2HM-01B
49 years, male, white, stage:iva, alive, 71 days
513.1
TCGA-DJ-A3VB-01A
52 years, male, stage:iii, alive, 697 days
500.0
TCGA-L6-A4EU-01A
58 years, female, black or african american, stage:iii, alive, 289 days
489.8
TCGA-J8-A4HW-01A
59 years, female, white, stage:iii, alive, 79 days
480.5
TCGA-E8-A436-01A
53 years, female, asian, stage:iva, alive, 455 days
473.0
TCGA-IM-A3U2-01A
89 years, female, white, stage:iva, alive, 563 days
472.9
TCGA-ET-A40S-01A
62 years, male, white, stage:ii, alive, 1223 days
470.2
TCGA-DJ-A3VD-01A
32 years, female, white, stage:i, alive, 1238 days
456.8
TCGA-DJ-A3VJ-01A
22 years, male, white, stage:i, alive, 1108 days
455.2
TCGA-EM-A2P1-01A
33 years, male, stage:i, alive, 531 days
452.6
TCGA-EL-A3T3-01A
63 years, male, white, stage:ii, alive, 4017 days
440.9
TCGA-ET-A3DR-01A
42 years, female, white, stage:i, alive, 2451 days
437.7
TCGA-DJ-A2Q9-01A
65 years, female, white, stage:iii, alive, 1092 days
435.6
TCGA-EL-A4K0-01A
54 years, female, white, stage:i, alive, 944 days
431.9
TCGA-EM-A3FO-01A
40 years, male, stage:i, alive, 532 days
430.2
TCGA-DJ-A3UQ-01A
45 years, female, asian, stage:iii, alive, 595 days
428.6
TCGA-EL-A3T7-01A
47 years, female, white, stage:ii, alive, 1256 days
426.5
TCGA-FY-A3YR-01A
64 years, female, white, stage:iii, alive, 528 days
423.2
TCGA-DJ-A13O-01A
56 years, male, white, stage:i, alive, 1161 days
422.2
TCGA-E8-A2JQ-01A
18 years, female, white, stage:i, alive, 356 days
416.5
TCGA-DJ-A2PW-01A
65 years, male, white, stage:iii, alive, 1060 days
413.1
TCGA-EL-A3H5-01A
57 years, female, white, stage:iva, alive, 2542 days
408.3
TCGA-DJ-A2PN-01A
70 years, female, white, stage:i, alive, 307 days
403.4
TCGA-EL-A3ZK-01A
41 years, female, white, stage:i, alive, 1575 days
400.9
TCGA-ET-A3DU-01A
21 years, female, white, stage:i, alive, 1911 days
395.5
TCGA-DJ-A4V2-01A
38 years, female, stage:i, alive, 95 days
393.8
TCGA-J8-A3YF-01A
84 years, male, white, stage:iii, alive, 751 days
388.9
TCGA-BJ-A45I-01A
51 years, female, white, stage:iii, alive, 470 days
385.7
TCGA-IM-A420-01A
39 years, female, white, stage:i, alive, 250 days
384.4
TCGA-FY-A3R6-01A
57 years, female, white, stage:iva, alive, 423 days
379.9
TCGA-IM-A4EB-01A
37 years, male, white, stage:i, alive, 780 days
377.9
TCGA-EL-A3CT-01A
78 years, female, white, stage:iva, dead, 1854 days
376.9
TCGA-EL-A3CN-01A
47 years, female, white, stage:ii, alive, 4731 days
374.2
TCGA-E8-A433-01A
25 years, female, asian, stage:i, alive, 951 days
373.8
TCGA-EM-A3AN-01A
36 years, female, stage:i, alive, 1006 days
371.4
TCGA-EL-A3D6-01A
51 years, female, white, stage:iii, alive, 3296 days
365.7
TCGA-FE-A3PC-01A
37 years, female, white, stage:i, alive, 2606 days
362.2
TCGA-EM-A3AQ-01A
85 years, female, stage:i, alive, 904 days
350.4
TCGA-FY-A3ON-01A
20 years, male, white, stage:i, alive, 595 days
349.7
TCGA-EL-A3GU-01A
72 years, female, white, stage:iii, alive, 4137 days
348.9
TCGA-DJ-A3VI-01A
52 years, female, white, stage:iii, alive, 95 days
346.5
TCGA-EL-A4JW-01A
38 years, female, white, stage:i, alive, 1056 days
344.2
TCGA-EL-A4K4-01A
33 years, female, white, stage:i, alive, 1623 days
338.2
TCGA-EL-A3ZS-01A
22 years, female, white, stage:i, alive, 215 days
332.9
TCGA-J8-A3O1-01A
33 years, female, white, stage:i, alive, 827 days
330.1
TCGA-FK-A3SE-01A
31 years, female, asian, stage:i, alive, 404 days
329.4
TCGA-DE-A4MB-01A
79 years, female, white, stage:iva, alive, 352 days
318.8
TCGA-EM-A2CU-01A
47 years, female, stage:iii, alive, 400 days
317.7
TCGA-ET-A3BU-01A
28 years, male, white, stage:i, alive, 2367 days
317.1
TCGA-EL-A3H3-01A
19 years, female, white, stage:i, alive, 1319 days
315.4
TCGA-EM-A1CU-01A
31 years, male, stage:i, alive, 636 days
310.9
TCGA-EL-A3H4-01A
46 years, female, black or african american, stage:iva, alive, 1512 days
309.9
TCGA-DJ-A3V7-01A
44 years, female, white, stage:iii, alive, 706 days
308.2
TCGA-EM-A4FM-01A
59 years, female, stage:iva, alive, 162 days
308.0
TCGA-EM-A3SZ-01A
42 years, female, stage:i, alive, 389 days
307.5
TCGA-DJ-A3V6-01A
54 years, male, white, stage:iii, alive, 818 days
305.0
TCGA-IM-A3EB-01A
32 years, female, white, stage:i, alive, 1488 days
303.5
TCGA-J8-A3YG-01A
54 years, female, white, stage:iii, alive, 678 days
302.1
TCGA-EM-A3FM-01A
57 years, male, stage:iva, alive, 639 days
288.6
TCGA-EL-A3T1-01A
38 years, female, black or african american, stage:i, alive, 3941 days
282.7
TCGA-EL-A3H7-01A
36 years, female, white, stage:i, alive, 4228 days
277.3
TCGA-ET-A25N-01A
28 years, female, white, stage:i, alive, 1928 days
269.2
TCGA-FY-A4B3-01A
51 years, male, white, stage:iii, alive, 427 days
268.5
TCGA-FY-A3I4-01A
34 years, female, white, stage:i, alive, 542 days
268.4
TCGA-DJ-A4UQ-01A
60 years, male, asian, stage:iva, alive, 1005 days
266.4
TCGA-DJ-A3V5-01A
76 years, female, white, stage:iii, alive, 584 days
264.6
TCGA-FE-A3PB-01A
33 years, female, white, stage:i, alive, 2590 days
260.5
TCGA-FK-A3SH-01A
50 years, female, white, stage:iii, alive, 1463 days
260.2
TCGA-EL-A3CY-01A
28 years, male, white, stage:i, alive, 127 days
257.5
TCGA-FY-A3TY-01A
61 years, female, white, stage:iii, alive, 709 days
257.1
TCGA-BJ-A28Z-01A
46 years, female, white, stage:iii, alive, 337 days
256.7
TCGA-EM-A22I-01A
52 years, female, stage:iii, alive, 448 days
254.2
TCGA-MK-A4N6-01A
35 years, male, white, stage:i, alive, 1098 days
253.6
TCGA-FY-A3R8-01A
62 years, female, white, stage:iii, alive, 477 days
247.9
TCGA-BJ-A18Z-01A
58 years, male, white, stage:iva, alive, 1263 days
246.6
TCGA-4C-A93U-01A
74 years, female, black or african american, stage:iva, alive, 129 days
246.0
TCGA-BJ-A3PR-01A
70 years, female, white, stage:i, alive, 1107 days
245.4
TCGA-EL-A3GY-01A
40 years, female, white, stage:ii, alive, 3076 days
244.2
TCGA-BJ-A2NA-01A
77 years, male, white, stage:iii, alive, 577 days
240.8
TCGA-ET-A3BT-01A
60 years, female, white, stage:iva, alive, 2665 days
236.9
TCGA-FE-A22Z-01A
61 years, female, white, stage:iva, alive, 2243 days
236.1
TCGA-DJ-A1QD-01A
20 years, female, white, stage:i, alive, 1462 days
235.9
TCGA-DE-A69K-01A
58 years, female, black or african american, stage:iii, alive, 434 days
229.5
TCGA-EL-A3MZ-01A
66 years, male, white, stage:iii, dead, 1597 days
225.3
TCGA-EL-A3ZP-01A
19 years, male, white, stage:i, alive, 1992 days
223.8
TCGA-ET-A25R-01A
51 years, female, white, stage:iii, alive, 1930 days
223.0
TCGA-FE-A236-01A
33 years, male, white, stage:i, alive, 2031 days
220.7
TCGA-FE-A233-01A
18 years, female, white, stage:i, alive, 751 days
218.9
TCGA-FY-A3RA-01A
21 years, female, white, stage:i, alive, 550 days
217.4
TCGA-EL-A3CR-01A
78 years, female, white, stage:iii, dead, 233 days
216.2
TCGA-ET-A2N0-01A
51 years, female, white, stage:iii, alive, 1600 days
216.1
TCGA-EL-A3GS-01A
37 years, female, white, stage:i, alive, 1989 days
212.5
TCGA-EL-A3ZT-01A
35 years, male, white, stage:i, alive, 1808 days
209.2
TCGA-DJ-A1QH-01A
58 years, female, white, stage:iii, alive, 1293 days
208.3
TCGA-E8-A438-01A
23 years, female, white, stage:i, alive, 1019 days
205.5
TCGA-FK-A3SG-01A
21 years, female, white, stage:i, alive, 28 days
205.3
TCGA-EL-A4KD-01A
41 years, male, white, stage:i, alive, 1326 days
204.9
TCGA-L6-A4EP-01A
41 years, female, asian, stage:i, alive, 1016 days
204.8
TCGA-EL-A3N3-01A
53 years, female, white, stage:ii, alive, 5423 days
204.4
TCGA-CE-A485-01A
32 years, male, asian, stage:i, alive, 385 days
204.1
TCGA-E8-A3X7-01A
57 years, female, white, stage:iva, alive, 951 days
202.8
TCGA-DJ-A1QQ-01A
43 years, male, asian, stage:i, alive, 534 days
202.3
TCGA-IM-A41Y-01A
42 years, female, white, stage:i, alive, 664 days
201.6
TCGA-DJ-A13L-01A
85 years, male, white, stage:i, alive, 303 days
197.6
TCGA-EM-A3FK-01A
30 years, female, stage:i, alive, 723 days
192.4
TCGA-IM-A3ED-01A
58 years, female, white, stage:i, alive, 1442 days
191.8
TCGA-CE-A482-01A
27 years, female, asian, stage:i, alive, 325 days
188.9
TCGA-ET-A40Q-01A
38 years, male, white, stage:i, alive, 1407 days
188.4
TCGA-BJ-A28R-01A
38 years, female, white, stage:i, alive, 1282 days
188.2
TCGA-E8-A413-01A
38 years, female, asian, stage:i, alive, 912 days
187.8
TCGA-DE-A3KN-01A
49 years, female, white, stage:iva, alive, 831 days
186.8
TCGA-DJ-A3V8-01A
28 years, female, white, stage:i, alive, 647 days
186.2
TCGA-ET-A40R-01A
24 years, female, white, stage:i, alive, 1350 days
185.3
TCGA-DJ-A2PX-01A
55 years, female, white, stage:i, alive, 881 days
183.0
TCGA-KS-A4ID-01A
55 years, female, white, stage:i, alive, 1011 days
181.4
TCGA-EM-A4FN-01A
49 years, female, stage:iva, alive, 802 days
176.7
TCGA-EL-A3ZQ-01A
78 years, female, white, stage:ii, alive, 1862 days
174.3
TCGA-EM-A2P3-01A
47 years, female, stage:i, alive, 444 days
173.4
TCGA-DJ-A2PZ-01A
63 years, male, white, stage:iii, alive, 256 days
172.0
TCGA-E8-A44K-01A
50 years, female, asian, stage:i, alive, 943 days
171.6
TCGA-EL-A3GX-01A
41 years, female, white, stage:i, alive, 4494 days
171.0
TCGA-BJ-A3EZ-01A
51 years, male, white, stage:iva, alive, 487 days
170.0
TCGA-EL-A3CU-01A
70 years, female, white, stage:iii, alive, 4780 days
169.8
TCGA-FE-A3PD-01A
17 years, female, white, stage:i, alive, 2396 days
166.7
TCGA-DJ-A3V0-01A
56 years, male, stage:iva, alive, 1125 days
166.0
TCGA-CE-A3ME-01A
51 years, female, asian, stage:ii, alive, 379 days
165.7
TCGA-E8-A414-01A
45 years, female, asian, stage:iii, alive, 958 days
164.5
TCGA-ET-A39K-01A
48 years, female, white, stage:iii, alive, 3267 days
162.1
TCGA-H2-A26U-01A
54 years, female, white, stage:iii, alive, 517 days
158.3
TCGA-E3-A3E3-01A
49 years, female, white, stage:ii, alive, 1595 days
157.5
TCGA-KS-A4I5-01A
49 years, female, white, stage:iva, alive, 567 days
156.7
TCGA-DJ-A4UP-01A
15 years, female, white, stage:i, alive, 916 days
156.4
TCGA-EM-A3SU-01A
43 years, female, stage:i, alive, 911 days
154.8
TCGA-CE-A13K-01A
30 years, female, asian, stage:i, alive, 385 days
153.6
TCGA-J8-A3O2-01A
39 years, male, white, stage:i, alive, 342 days
150.9
TCGA-FY-A40L-01A
55 years, female, white, stage:iva, alive, 726 days
150.2
TCGA-KS-A41J-01A
28 years, female, white, stage:i, alive, 477 days
149.7
TCGA-BJ-A45H-01A
45 years, male, white, stage:iii, alive, 865 days
149.6
TCGA-BJ-A4O8-01A
47 years, male, white, stage:iii, alive, 591 days
148.0
TCGA-DE-A0Y2-01A
30 years, female, white, stage:i, alive, 658 days
145.8
TCGA-DJ-A3UY-01A
32 years, female, white, stage:i, alive, 1091 days
144.1
TCGA-DE-A0Y3-01B
60 years, female, asian, stage:ivc, alive, 1526 days
143.9
TCGA-EL-A3CV-01A
40 years, male, white, stage:i, alive, 1154 days
138.4
TCGA-E8-A437-01A
57 years, female, white, stage:i, alive, 1213 days
137.2
TCGA-ET-A3DW-01A
64 years, male, asian, stage:iii, alive, 752 days
135.0
TCGA-FE-A232-01A
44 years, female, white, stage:i, alive, 2424 days
134.7
TCGA-DJ-A3VA-01A
39 years, female, stage:i, alive, 755 days
132.0
TCGA-DJ-A3UW-01A
50 years, female, white, stage:i, alive, 1812 days
130.2
TCGA-EL-A3CL-01A
70 years, female, white, stage:ii, dead, 963 days
127.8
TCGA-DJ-A1QM-01A
42 years, male, white, stage:i, alive, 183 days
124.2
TCGA-E8-A434-01A
56 years, female, asian, stage:i, alive, 953 days
121.7
TCGA-H2-A421-01A
34 years, female, white, stage:i, alive, 610 days
117.3
TCGA-EL-A3H8-01A
35 years, female, white, stage:i, alive, 4577 days
117.3
TCGA-ET-A2MY-01A
72 years, female, black or african american, stage:i, alive, 1787 days
116.5
TCGA-BJ-A0ZH-01A
52 years, female, white, stage:iva, alive, 460 days
114.8
TCGA-ET-A25L-01A
52 years, female, white, stage:iva, alive, 1721 days
113.9
TCGA-J8-A3NZ-01A
52 years, female, white, stage:iii, alive, 524 days
112.9
TCGA-DJ-A2Q3-01A
62 years, female, asian, stage:iii, alive, 1224 days
112.2
TCGA-EL-A3T8-01A
36 years, male, asian, stage:i, alive, 3269 days
112.1
TCGA-EM-A2P0-01A
33 years, male, stage:i, alive, 535 days
111.9
TCGA-ET-A40T-01A
26 years, female, white, stage:i, alive, 1140 days
109.9
TCGA-ET-A3BN-01A
33 years, female, asian, stage:i, alive, 859 days
109.8
TCGA-DJ-A2PY-01A
46 years, female, white, stage:iii, alive, 267 days
108.4
TCGA-EL-A3ZN-01A
28 years, female, white, stage:i, alive, 1614 days
107.5
TCGA-DJ-A3V3-01A
57 years, female, asian, stage:ii, alive, 931 days
106.7
TCGA-EL-A3D1-01A
39 years, male, asian, stage:i, alive, 2997 days
106.6
TCGA-FE-A230-01A
30 years, female, white, stage:i, alive, 2173 days
106.5
TCGA-EL-A3TB-01A
47 years, female, white, stage:iii, alive, 2519 days
105.3
TCGA-FY-A40M-01A
51 years, female, white, stage:i, alive, 684 days
104.3
TCGA-DE-A69J-01A
34 years, female, black or african american, stage:i, alive, 447 days
103.2
TCGA-BJ-A45D-01A
36 years, male, white, stage:i, alive, 331 days
102.9
TCGA-DJ-A2Q6-01A
38 years, female, white, stage:i, alive, 1109 days
102.0
TCGA-DJ-A4UL-01A
68 years, female, white, stage:i, alive, 939 days
101.8
TCGA-DJ-A1QI-01A
63 years, female, white, stage:ii, alive, 455 days
100.2
TCGA-ET-A39P-01A
73 years, female, black or african american, stage:iii, alive, 2900 days
100.1
TCGA-DJ-A2QA-01A
56 years, female, asian, stage:iii, alive, 1020 days
99.2
TCGA-KS-A4I3-01A
41 years, male, asian, stage:i, alive, 1329 days
97.8
TCGA-DJ-A4V4-01A
48 years, female, white, stage:i, alive, 481 days
95.1
TCGA-BJ-A192-01A
54 years, female, white, stage:iii, alive, 1349 days
94.6
TCGA-EL-A4K1-01A
68 years, female, white, stage:iii, alive, 1046 days
94.1
TCGA-EM-A22O-01A
76 years, male, asian, stage:iva, alive, 1344 days
92.5
TCGA-EL-A3TA-01A
42 years, male, white, stage:i, alive, 2035 days
92.2
TCGA-KS-A4I1-01A
37 years, female, asian, stage:i, alive, 812 days
91.5
TCGA-EM-A2OZ-01A
66 years, male, stage:i, alive, 1033 days
89.6
TCGA-EM-A4FQ-01A
42 years, female, stage:i, alive, 683 days
89.0
TCGA-BJ-A28X-01A
32 years, female, white, stage:i, alive, 942 days
88.9
TCGA-J8-A3YE-01A
31 years, female, white, stage:i, alive, 847 days
88.6
TCGA-J8-A42S-01A
45 years, male, white, stage:iii, alive, 75 days
87.2
TCGA-E3-A3E1-01A
46 years, female, white, stage:i, alive, 2449 days
87.0
TCGA-DJ-A4UT-01A
32 years, female, white, stage:i, alive, 823 days
84.4
TCGA-DJ-A3UM-01A
45 years, female, asian, stage:i, alive, 944 days
83.8
TCGA-DJ-A3VF-01A
60 years, female, white, stage:iva, alive, 292 days
83.6
TCGA-ET-A25M-01A
33 years, male, white, stage:i, alive, 1831 days
82.9
TCGA-FK-A4UB-01A
51 years, male, white, stage:iii, alive, 3531 days
82.8
TCGA-ET-A3BQ-01B
27 years, female, white, stage:i, alive, 2331 days
82.6
TCGA-FE-A238-01A
36 years, female, white, stage:i, alive, 1215 days
82.5
TCGA-DJ-A3V9-01A
50 years, female, white, stage:iva, alive, 623 days
80.6
TCGA-DE-A4MD-01A
71 years, male, white, stage:iva, alive, 764 days
79.9
TCGA-DE-A4MC-01A
43 years, female, american indian or alaska native, stage:i, alive, 913 days
78.8
TCGA-DJ-A13R-01A
50 years, male, white, stage:iii, alive, 565 days
78.0
TCGA-H2-A422-01A
40 years, female, white, stage:i, alive, 566 days
77.8
TCGA-J8-A3YD-01A
47 years, female, white, stage:iii, alive, 968 days
77.6
TCGA-ET-A39L-01A
20 years, female, stage:i, alive, 3299 days
76.6
TCGA-ET-A39T-01A
55 years, female, white, stage:iii, alive, 2987 days
76.5
TCGA-EL-A4K9-01A
68 years, male, white, stage:ii, alive, 1455 days
75.7
TCGA-EL-A3CW-01A
87 years, female, white, stage:iii, dead, 1734 days
74.7
TCGA-ET-A39J-01A
23 years, female, white, stage:i, alive, 3227 days
73.2
TCGA-DJ-A2PR-01A
27 years, male, asian, stage:i, alive, 835 days
72.8
TCGA-FE-A237-01A
19 years, female, white, stage:i, alive, 3431 days
72.8
TCGA-CE-A481-01A
41 years, female, asian, stage:i, alive, 346 days
71.8
TCGA-EL-A4JZ-01A
55 years, female, white, stage:iii, alive, 1856 days
71.5
TCGA-KS-A4IC-01A
45 years, female, white, stage:iii, alive, 1073 days
69.8
TCGA-DJ-A3V4-01A
60 years, female, white, stage:iii, alive, 1294 days
69.7
TCGA-EL-A3CM-01A
64 years, female, white, stage:iii, dead, 813 days
68.1
TCGA-EM-A2P2-01A
46 years, male, stage:iii, alive, 526 days
68.0
TCGA-EL-A3MX-01A
66 years, female, white, stage:ivc, dead, 1753 days
67.4
TCGA-EM-A22P-01A
64 years, male, stage:iva, alive, 1256 days
64.3
TCGA-EL-A3CS-01A
62 years, female, white, stage:iva, dead, 1385 days
63.2
TCGA-EL-A3D4-01A
62 years, male, black or african american, stage:iva, alive, 2116 days
62.0
TCGA-E8-A415-01A
39 years, female, asian, stage:i, alive, 944 days
60.7
TCGA-EL-A3T0-01A
46 years, female, white, stage:iii, alive, 4335 days
59.8
TCGA-IM-A3U3-01A
55 years, female, white, stage:i, alive, 514 days
59.3
TCGA-MK-A4N9-01A
41 years, female, white, stage:i, alive, 919 days
58.8
TCGA-E8-A418-01A
75 years, female, white, stage:iva, alive, 92 days
58.0
TCGA-ET-A39S-01A
27 years, female, white, stage:i, alive, 1676 days
57.0
TCGA-EM-A22J-01A
56 years, female, stage:ii, alive, 441 days
56.6
TCGA-DO-A1K0-01A
30 years, female, white, stage:i, alive, 655 days
55.6
TCGA-DJ-A2PV-01A
53 years, female, white, stage:ii, alive, 973 days
54.3
TCGA-DJ-A2QC-01A
70 years, female, stage:ii, alive, 1215 days
54.0
TCGA-BJ-A0Z3-01A
33 years, female, white, stage:i, alive, 497 days
53.9
TCGA-EL-A3D0-01A
61 years, male, white, stage:iii, alive, 4254 days
53.6
TCGA-KS-A4I9-01A
46 years, female, black or african american, stage:i, alive, 2658 days
53.1
TCGA-DO-A1JZ-01A
23 years, female, black or african american, stage:i, alive, 1670 days
52.7
TCGA-E8-A44M-01A
23 years, female, asian, stage:i, alive, 917 days
52.6
TCGA-DJ-A2PP-01A
47 years, male, stage:ii, alive, 930 days
52.5
TCGA-EM-A4FR-01A
28 years, male, stage:i, alive, 655 days
52.1
TCGA-ET-A3DQ-01A
43 years, female, white, stage:i, alive, 2581 days
50.8
TCGA-EL-A3ZG-01A
15 years, male, asian, stage:i, alive, 2724 days
50.3
TCGA-H2-A3RH-01A
41 years, female, white, stage:i, alive, 379 days
50.2
TCGA-IM-A41Z-01A
37 years, female, white, stage:i, alive, 946 days
49.5
TCGA-E8-A416-01A
51 years, female, asian, stage:i, alive, 952 days
49.4
TCGA-FE-A235-01A
27 years, female, white, stage:i, alive, 3571 days
47.8
TCGA-DJ-A13V-01A
21 years, female, stage:i, alive, 1313 days
46.1
TCGA-EM-A4FF-01A
40 years, female, stage:i, alive, 2573 days
45.4
TCGA-EL-A3N2-01A
24 years, female, white, stage:i, alive, 902 days
44.2
TCGA-EL-A3CP-01A
50 years, female, black or african american, alive, 4831 days
43.5
TCGA-FY-A40N-01A
55 years, female, white, stage:i, alive, 579 days
43.4
TCGA-DJ-A13U-01A
60 years, male, white, stage:iii, alive, 1590 days
43.2
TCGA-E3-A3E0-01A
34 years, female, white, stage:i, alive, 2019 days
42.8
TCGA-FE-A234-01A
26 years, female, white, stage:i, alive, 2075 days
42.7
TCGA-DE-A0XZ-01A
65 years, female, white, stage:iii, alive, 1090 days
42.7
TCGA-ET-A25K-01A
36 years, female, white, stage:i, alive, 2142 days
41.4
TCGA-DJ-A3US-01A
37 years, female, white, stage:i, alive, 998 days
41.4
TCGA-DJ-A3UV-01A
18 years, female, white, stage:i, alive, 1466 days
40.8
TCGA-E3-A3E2-01A
34 years, female, white, stage:i, alive, 1922 days
40.1
TCGA-EM-A4FO-01A
72 years, male, stage:i, alive, 802 days
40.0
TCGA-EL-A3ZL-01A
34 years, female, white, stage:i, alive, 1895 days
39.8
TCGA-ET-A39R-01A
24 years, female, white, stage:i, alive, 2863 days
39.8
TCGA-DJ-A3UU-01A
49 years, female, white, stage:iii, alive, 713 days
39.3
TCGA-J8-A4HY-01A
68 years, female, white, stage:iva, alive, 6 days
38.6
TCGA-BJ-A0ZJ-01A
36 years, male, white, stage:i, alive, 1280 days
37.9
TCGA-DJ-A3UZ-01A
70 years, female, white, stage:iii, alive, 1246 days
37.7
TCGA-EM-A4FV-01A
64 years, female, stage:i, alive, 744 days
37.4
TCGA-E8-A417-01A
38 years, female, asian, stage:i, alive, 938 days
36.8
TCGA-CE-A483-01A
34 years, female, asian, stage:i, alive, 457 days
36.1
TCGA-BJ-A2N8-01A
30 years, female, white, stage:i, alive, 504 days
35.9
TCGA-E8-A432-01A
57 years, female, asian, stage:ii, alive, 931 days
35.6
TCGA-L6-A4EQ-01A
47 years, male, white, stage:iii, alive, 1228 days
35.6
TCGA-EL-A3GP-01A
70 years, male, black or african american, stage:iii, alive, 1506 days
35.4
TCGA-FY-A3BL-01A
29 years, male, white, stage:i, alive, 621 days
34.9
TCGA-GE-A2C6-01A
33 years, female, white, stage:i, alive, 381 days
34.5
TCGA-DJ-A3VG-01A
41 years, male, white, stage:i, alive, 1085 days
34.4
TCGA-EM-A3AR-01A
41 years, male, stage:i, alive, 1133 days
34.2
TCGA-ET-A3BO-01A
44 years, female, white, stage:i, alive, 1533 days
33.9
TCGA-BJ-A28T-01A
34 years, female, white, stage:i, alive, 1081 days
33.8
TCGA-CE-A27D-01A
28 years, female, asian, stage:i, alive, 374 days
32.9
TCGA-BJ-A291-01A
56 years, female, white, stage:i, alive, 696 days
32.7
TCGA-BJ-A0ZB-01A
66 years, male, white, stage:iva, alive, 122 days
32.7
TCGA-FY-A3NP-01A
69 years, male, white, stage:i, alive, 491 days
32.7
TCGA-ET-A4KQ-01A
45 years, female, white, stage:ii, alive, 955 days
32.3
TCGA-EL-A3GV-01A
65 years, female, white, stage:iii, alive, 1532 days
31.7
TCGA-ET-A39M-01A
34 years, male, white, stage:i, alive, 2582 days
31.5
TCGA-DJ-A4V0-01A
36 years, female, asian, stage:i, alive, 1081 days
31.1
TCGA-DJ-A4UR-01A
36 years, female, asian, stage:ii, alive, 1058 days
30.9
TCGA-DJ-A2Q5-01A
51 years, male, white, stage:iva, alive, 1140 days
30.5
TCGA-FY-A40K-01A
46 years, female, white, stage:i, alive, 461 days
29.9
TCGA-ET-A3DP-01A
43 years, female, black or african american, stage:i, alive, 2877 days
29.7
TCGA-EM-A3AK-01A
62 years, female, stage:i, alive, 477 days
29.5
TCGA-J8-A3O0-01A
38 years, male, white, stage:i, alive, 1313 days
29.5
TCGA-EM-A3ST-01A
62 years, female, stage:iii, alive, 1182 days
29.4
TCGA-FY-A3R7-01A
50 years, female, white, stage:iii, alive, 495 days
29.4
TCGA-E3-A3DY-01A
37 years, male, white, stage:i, alive, 2815 days
29.4
TCGA-MK-A4N7-01A
20 years, female, white, stage:i, alive, 987 days
29.2
TCGA-EM-A4FU-01A
35 years, male, stage:i, alive, 1840 days
29.0
TCGA-EL-A3GW-01A
37 years, female, white, stage:i, alive, 1527 days
28.9
TCGA-EL-A3ZR-01A
46 years, female, white, stage:ii, alive, 1830 days
28.7
TCGA-BJ-A0ZE-01A
63 years, female, white, stage:iii, alive, 509 days
28.5
TCGA-BJ-A191-01A
49 years, female, white, stage:i, alive, 147 days
28.1
TCGA-EM-A2CT-01A
20 years, female, stage:i, alive, 1474 days
28.0
TCGA-EM-A3O6-01A
54 years, female, stage:ii, alive, 458 days
27.8
TCGA-EL-A3CO-01A
88 years, male, white, stage:iii, dead, 2973 days
27.6
TCGA-FY-A4B0-01A
76 years, male, white, stage:i, alive, 420 days
27.4
TCGA-EM-A1CT-01A
76 years, male, stage:iva, alive, 553 days
27.3
TCGA-DJ-A3UK-01A
36 years, female, white, stage:i, alive, 1123 days
26.9
TCGA-DJ-A2PQ-01A
26 years, male, white, stage:i, alive, 1077 days
25.5
TCGA-DJ-A4UW-01A
34 years, female, asian, stage:i, alive, 819 days
25.3
TCGA-EL-A3ZH-01A
42 years, female, white, stage:i, alive, 2773 days
25.2
TCGA-FK-A3S3-01A
43 years, female, black or african american, stage:i, alive, 2162 days
25.1
TCGA-DJ-A3V2-01A
44 years, female, white, stage:i, alive, 615 days
24.9
TCGA-FE-A3PA-01A
16 years, male, white, stage:ii, alive, 3235 days
24.6
TCGA-DJ-A3UX-01A
46 years, female, white, stage:i, alive, 345 days
24.5
TCGA-CE-A3MD-01A
31 years, male, asian, stage:i, alive, 389 days
24.0
TCGA-KS-A4I7-01A
61 years, female, white, stage:i, alive, 987 days
23.6
TCGA-BJ-A3PT-01A
51 years, female, white, stage:iii, alive, 709 days
23.5
TCGA-FK-A3SB-01A
28 years, female, asian, stage:i, alive, 125 days
23.3
TCGA-BJ-A0Z5-01A
58 years, male, white, stage:iii, alive, 448 days
23.2
TCGA-EM-A3OA-01A
55 years, female, stage:ii, alive, 822 days
23.0
TCGA-EM-A2OX-01A
46 years, male, stage:iva, alive, 600 days
22.9
TCGA-EL-A3MW-01A
55 years, female, white, stage:ii, alive, 3305 days
22.7
TCGA-EM-A2CS-01A
52 years, female, stage:iva, alive, 841 days
22.5
TCGA-H2-A3RI-01A
30 years, female, white, stage:i, alive, 335 days
22.5
TCGA-DJ-A2PU-01A
52 years, female, white, stage:ii, alive, 1033 days
21.0
TCGA-DJ-A3UR-01A
51 years, female, white, stage:iii, alive, 1105 days
20.9
TCGA-EL-A4KH-01A
36 years, female, white, stage:i, alive, 823 days
20.6
TCGA-EM-A3FR-01A
55 years, female, stage:iii, alive, 457 days
20.2
TCGA-DJ-A2PO-01A
54 years, male, white, stage:i, alive, 238 days
19.9
TCGA-BJ-A45E-01A
46 years, female, white, stage:i, alive, 639 days
19.0
TCGA-BJ-A28W-01A
32 years, female, white, stage:i, alive, 344 days
19.0
TCGA-J8-A3YH-01A
39 years, male, white, stage:i, alive, 175 days
18.7
TCGA-EM-A3O7-01A
46 years, female, stage:iii, alive, 223 days
17.8
TCGA-DJ-A2Q7-01A
52 years, female, asian, stage:iii, alive, 1068 days
17.7
TCGA-FE-A231-01A
70 years, male, white, stage:iva, alive, 961 days
17.6
TCGA-ET-A2N5-01A
46 years, female, black or african american, stage:iii, alive, 2460 days
17.5
TCGA-BJ-A290-01A
70 years, male, white, stage:iii, alive, 919 days
16.9
TCGA-EM-A4FK-01A
33 years, female, stage:i, alive, 649 days
16.8
TCGA-DJ-A3VK-01A
63 years, male, white, stage:iii, alive, 753 days
16.7
TCGA-EL-A3GZ-01A
34 years, female, white, stage:i, alive, 4258 days
16.3
TCGA-EM-A3FJ-01A
24 years, female, stage:i, alive, 850 days
16.3
TCGA-EM-A3FP-01A
71 years, female, stage:ii, alive, 529 days
16.2
TCGA-L6-A4ET-01A
49 years, female, white, stage:ivc, alive, 664 days
15.9
TCGA-E3-A3E5-01A
57 years, male, white, stage:iva, alive, 1215 days
15.7
TCGA-EM-A22M-01A
52 years, male, asian, stage:i, alive, 442 days
15.7
TCGA-BJ-A18Y-01A
29 years, male, white, stage:i, alive, 1563 days
15.7
TCGA-DJ-A2QB-01A
53 years, female, asian, stage:iva, alive, 1070 days
15.5
TCGA-EL-A4K2-01A
43 years, female, white, stage:i, alive, 928 days
15.4
TCGA-ET-A3BP-01A
34 years, female, white, stage:i, alive, 2406 days
15.3
TCGA-EM-A2CN-01A
62 years, male, stage:ivc, alive, 715 days
15.2
TCGA-DJ-A13M-01A
28 years, female, white, stage:i, alive, 1484 days
15.2
TCGA-EM-A2CQ-01A
40 years, female, stage:i, alive, 374 days
14.3
TCGA-DE-A4M8-01A
61 years, female, white, stage:iii, alive, 564 days
13.6
TCGA-DJ-A3UT-01A
43 years, female, white, stage:i, alive, 1105 days
13.5
TCGA-BJ-A45F-01A
59 years, female, white, stage:i, alive, 105 days
12.9
TCGA-EL-A3GQ-01A
72 years, female, white, stage:i, alive, 1528 days
12.9
TCGA-ET-A2MZ-01A
39 years, male, white, stage:i, alive, 1133 days
12.8
TCGA-DJ-A3VL-01A
38 years, male, white, stage:i, alive, 713 days
12.1
TCGA-KS-A4IB-01A
41 years, female, asian, stage:i, alive, 2577 days
12.1
TCGA-EM-A3SY-01A
36 years, male, stage:i, alive, 411 days
12.1
TCGA-DJ-A13T-01A
37 years, female, white, stage:i, alive, 1709 days
12.1
TCGA-KS-A41I-01A
47 years, female, white, stage:i, alive, 486 days
12.1
TCGA-EM-A2CM-01A
62 years, female, stage:iii, alive, 1253 days
12.0
TCGA-DJ-A2Q2-01A
57 years, female, white, stage:iii, alive, 1337 days
12.0
TCGA-DJ-A3UN-01A
51 years, female, white, stage:i, alive, 986 days
11.8
TCGA-ET-A3BW-01A
30 years, female, white, stage:i, alive, 1419 days
11.6
TCGA-DJ-A1QG-01A
62 years, male, white, stage:i, alive, 1368 days
11.4
TCGA-BJ-A0ZA-01A
67 years, female, white, stage:ii, alive, 574 days
11.1
TCGA-BJ-A0ZC-01A
55 years, male, white, stage:i, alive, 352 days
10.7
TCGA-H2-A2K9-01A
25 years, male, white, stage:i, alive, 659 days
10.2
TCGA-DJ-A3VM-01A
68 years, female, white, stage:ii, alive, 840 days
10.0
TCGA-BJ-A190-01A
55 years, male, white, stage:ii, alive, 626 days
9.8
TCGA-FY-A76V-01A
54 years, male, black or african american, stage:ii, alive, 51 days
9.8
TCGA-EL-A4JV-01A
41 years, female, asian, stage:i, alive, 1748 days
9.6
TCGA-DJ-A1QF-01A
61 years, female, white, stage:ii, alive, 931 days
9.6
TCGA-EM-A3SX-01A
28 years, female, stage:i, alive, 908 days
9.5
TCGA-EM-A4G1-01A
26 years, female, stage:i, alive, 416 days
9.5
TCGA-BJ-A45G-01A
48 years, female, white, stage:iii, alive, 725 days
9.5
TCGA-ET-A2N3-01B
34 years, female, white, stage:i, alive, 2535 days
9.3
TCGA-BJ-A2P4-01A
29 years, female, white, stage:i, alive, 390 days
9.3
TCGA-EL-A4KI-01A
63 years, male, white, stage:iii, alive, 727 days
9.3
TCGA-EM-A22Q-01A
36 years, male, stage:i, alive, 433 days
8.9
TCGA-BJ-A28S-01A
79 years, male, white, stage:ii, alive, 640 days
8.8
TCGA-BJ-A2N7-01A
30 years, female, white, stage:i, alive, 559 days
8.6
TCGA-EL-A3T2-01A
55 years, female, white, stage:iii, alive, 988 days
8.1
TCGA-ET-A2N4-01A
53 years, female, white, stage:iii, alive, 81 days
8.0
TCGA-ET-A40P-01A
32 years, female, white, stage:i, alive, 1338 days
8.0
TCGA-BJ-A28V-01A
80 years, female, white, stage:iii, alive, 987 days
7.9
TCGA-BJ-A4O9-01A
51 years, female, white, stage:ii, alive, 714 days
7.8
TCGA-ET-A3BS-01A
42 years, male, asian, stage:i, alive, 176 days
7.8
TCGA-DJ-A2PS-01A
40 years, female, white, stage:i, alive, 797 days
7.5
TCGA-EM-A1CW-01A
39 years, female, stage:i, alive, 549 days
7.5
TCGA-DJ-A13S-01A
19 years, female, white, stage:i, alive, 265 days
7.4
TCGA-BJ-A3F0-01A
64 years, female, white, stage:i, alive, 424 days
7.4
TCGA-EM-A3O8-01A
33 years, female, stage:i, alive, 15 days
7.3
TCGA-ET-A39I-01A
83 years, female, white, stage:i, dead, 1011 days
7.0
TCGA-ET-A25I-01A
37 years, female, white, stage:i, alive, 2485 days
6.9
TCGA-CE-A484-01A
37 years, female, asian, stage:i, alive, 378 days
6.7
TCGA-EL-A3CZ-01A
37 years, female, white, stage:i, alive, 2418 days
6.6
TCGA-MK-A84Z-01A
74 years, male, black or african american, stage:iii, alive, 728 days
6.2
TCGA-EM-A3FN-01A
42 years, female, stage:i, alive, 367 days
6.2
TCGA-DJ-A3UO-01A
63 years, male, white, stage:iva, alive, 957 days
6.1
TCGA-DJ-A1QN-01A
42 years, female, stage:i, alive, 1295 days
6.0
TCGA-EM-A2CK-01A
28 years, male, stage:i, alive, 544 days
5.7
TCGA-EM-A4FH-01A
69 years, male, stage:iii, alive, 892 days
5.7
TCGA-FE-A239-01A
82 years, male, white, stage:iii, dead, 1023 days
5.6
TCGA-EM-A2CJ-01A
49 years, female, stage:i, alive, 1447 days
5.6
TCGA-BJ-A0ZG-01A
80 years, male, white, stage:i, alive, 775 days
5.6
TCGA-DJ-A13X-01A
51 years, female, stage:iii, alive, 253 days
5.5
TCGA-EM-A22K-01A
46 years, female, stage:iva, alive, 479 days
5.4
TCGA-EM-A1CS-01A
55 years, female, stage:i, alive, 817 days
5.3
TCGA-EM-A2CR-01A
46 years, female, stage:ii, alive, 415 days
5.3
TCGA-FY-A3W9-01A
66 years, female, white, stage:ii, alive, 658 days
5.2
TCGA-DJ-A13P-01A
52 years, female, white, stage:ii, alive, 5150 days
5.1
TCGA-EM-A3AJ-01A
39 years, male, stage:i, alive, 941 days
4.9
TCGA-DE-A2OL-01A
44 years, female, white, stage:i, alive, 1145 days
4.8
TCGA-EM-A3FL-01A
63 years, female, stage:i, alive, 1441 days
4.7
TCGA-DJ-A3UP-01A
38 years, female, stage:i, alive, 499 days
4.7
TCGA-EM-A3OB-01A
33 years, female, stage:i, alive, 1176 days
4.7
TCGA-BJ-A45C-01A
78 years, male, black or african american, stage:iii, dead, 243 days
4.5
TCGA-EL-A3CX-01A
22 years, female, white, stage:i, alive, 3243 days
4.5
TCGA-EM-A1YD-01A
53 years, female, stage:ii, alive, 1734 days
4.4
TCGA-ET-A25O-01A
35 years, female, black or african american, stage:i, alive, 1986 days
4.4
TCGA-QD-A8IV-01A
50 years, female, black or african american, stage:iva, alive, 392 days
4.2
TCGA-EM-A1YC-01A
71 years, female, stage:iii, alive, 2391 days
4.1
TCGA-BJ-A0YZ-01A
66 years, male, white, stage:ii, alive, 754 days
4.1
TCGA-DJ-A13W-01A
45 years, female, white, stage:i, alive, 1593 days
4.0
TCGA-BJ-A45K-01A
33 years, male, white, stage:i, alive, 705 days
3.8
TCGA-EM-A1CV-01A
32 years, female, stage:i, alive, 1475 days
3.6
TCGA-EM-A2CP-01A
26 years, female, stage:i, alive, 91 days
3.5
TCGA-ET-A3DS-01A
33 years, female, white, stage:i, alive, 2033 days
3.2
TCGA-DJ-A1QL-01A
70 years, male, stage:ii, alive, 535 days
3.1
TCGA-EM-A2OW-01A
37 years, female, stage:i, alive, 1227 days
2.9
TCGA-EM-A2OV-01A
64 years, female, asian, stage:ii, alive, 674 days
2.9
TCGA-FY-A3NM-01A
48 years, female, white, stage:iii, alive, 885 days
2.8
TCGA-EL-A3H2-01A
58 years, male, white, stage:ii, dead, 1019 days
2.7
TCGA-BJ-A0Z0-01A
55 years, male, stage:ii, alive, 419 days
2.7
TCGA-ET-A3DV-01A
68 years, female, white, stage:ii, alive, 5068 days
2.7
TCGA-FY-A3I5-01B
64 years, female, white, stage:iii, alive, 238 days
2.7
TCGA-EL-A4K6-01A
75 years, male, white, stage:iv, alive, 1343 days
2.5
TCGA-EM-A1YA-01A
74 years, female, stage:ii, alive, 602 days
2.2
TCGA-EM-A3AL-01A
45 years, female, stage:i, alive, 430 days
2.1
TCGA-EL-A3H1-01A
66 years, female, black or african american, stage:i, dead, 1500 days
2.0
TCGA-EM-A22L-01A
33 years, female, stage:i, alive, 318 days
2.0
TCGA-BJ-A0Z2-01A
57 years, male, black or african american, stage:ivc, alive, 1514 days
1.9
TCGA-E3-A3DZ-01A
55 years, female, white, stage:iii, alive, 1436 days
1.9
TCGA-FY-A3R9-01A
66 years, female, white, stage:i, alive, 504 days
1.7
TCGA-BJ-A2N9-01A
42 years, female, white, stage:i, alive, 623 days
1.6
TCGA-EM-A2CO-01A
77 years, female, stage:ii, alive, 184 days
1.6
TCGA-ET-A39N-01A
35 years, female, white, stage:i, alive, 3751 days
1.6
TCGA-ET-A25P-01A
24 years, female, asian, stage:i, alive, 559 days
1.6
TCGA-FY-A2QD-01A
61 years, female, black or african american, alive, 38 days
1.5
TCGA-EM-A3AI-01A
68 years, female, white, stage:ii, alive, 685 days
1.2
TCGA-FK-A3SD-01A
61 years, female, white, stage:i, alive, 32 days
1.2
TCGA-DE-A4M9-01A
28 years, male, white, stage:i, alive, 573 days
1.1
TCGA-EM-A2CL-01A
31 years, male, stage:i, alive, 401 days
1.1
TCGA-EM-A3AP-01A
31 years, female, stage:i, alive, 254 days
1.0
TCGA-EM-A1YE-01A
47 years, female, stage:ii, alive, 1645 days
0.8
TCGA-EL-A3D5-01A
44 years, female, white, stage:i, alive, 1737 days
0.7
TCGA-FY-A3WA-01A
52 years, female, white, stage:i, alive, 519 days
0.7
TCGA-EL-A3GO-01A
31 years, female, white, stage:i, alive, 1973 days
0.6
TCGA-EM-A2OY-01A
46 years, female, stage:ii, alive, 983 days
0.5
TCGA-EM-A22N-01A
68 years, female, stage:i, alive, 324 days
0.5
TCGA-KS-A41L-01A
39 years, female, white, stage:i, alive, 3463 days
0.5
TCGA-BJ-A0ZF-01A
54 years, female, white, stage:ii, alive, 1217 days
0.2
TCGA-EM-A1YB-01A
73 years, female, stage:ii, alive, 592 days
0.2
TCGA-DJ-A2Q0-01A
57 years, female, white, stage:ii, alive, 1045 days
0.1
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THYROID 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. This score is based on the staining intensity and fraction of stained cells.