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RPS25
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                                  • RPS25
                                  PATHOLOGY THYROID CANCER Show tissue menu
                                  BREAST CANCER CARCINOID CERVICAL CANCER COLORECTAL CANCER ENDOMETRIAL CANCER GLIOMA HEAD AND NECK CANCER LIVER CANCER LUNG CANCER LYMPHOMA
                                  MELANOMA OVARIAN CANCER PANCREATIC CANCER PROSTATE CANCER RENAL CANCER SKIN CANCER STOMACH CANCER TESTIS CANCER THYROID CANCER UROTHELIAL CANCER
                                  ANTIBODIES
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                                  Dictionary
                                  Thyroid cancer
                                  Human pathology
                                  Thyroid cancer
                                  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.

                                  RPS25 is not prognostic in thyroid cancer


                                  Stage:

                                  0 2 4 6 8101214Time after diagnosis (years)0.0100200300400500600700Expression level (FPKM)Dead (n=16)Alive (n=485)3.3e+2Density dead3.4e+2Density alive2.8Density dead under cut off3.8Density dead over cut off0.20.40.60.8P score2.01.51.0Medain separation0.5P scoreDead median separationCut off
                                  0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 91011121314Time (years)Low expression (n=135)High expression (n=366)
                                  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.

                                  : 290.03
                                  Median expressioni

                                  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.

                                  : 337.01
                                  Median follow up timei

                                  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.

                                  : 2.59
                                  P scorei

                                  Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

                                  0.086
                                  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.

                                  94%
                                  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.

                                  90%
                                  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 FPKM 352.6
                                  Number of samples 501
                                  Samples
                                  Sample Description FPKM
                                  TCGA-BJ-A28W-01A 32 years, female, white, stage:i, alive, 344 days 799.4
                                  TCGA-ET-A2N0-01A 51 years, female, white, stage:iii, alive, 1600 days 779.6
                                  TCGA-FY-A40M-01A 51 years, female, white, stage:i, alive, 684 days 738.1
                                  TCGA-EL-A3MX-01A 66 years, female, white, stage:ivc, dead, 1753 days 729.7
                                  TCGA-EL-A3D0-01A 61 years, male, white, stage:iii, alive, 4254 days 711.3
                                  TCGA-KS-A4I1-01A 37 years, female, asian, stage:i, alive, 812 days 705.2
                                  TCGA-EM-A3SU-01A 43 years, female, stage:i, alive, 911 days 702.6
                                  TCGA-E8-A433-01A 25 years, female, asian, stage:i, alive, 951 days 672.6
                                  TCGA-DJ-A2QA-01A 56 years, female, asian, stage:iii, alive, 1020 days 668.2
                                  TCGA-EM-A3AO-01A 61 years, male, stage:iva, alive, 1354 days 661.9
                                  TCGA-BJ-A2N9-01A 42 years, female, white, stage:i, alive, 623 days 634.0
                                  TCGA-EL-A3ZQ-01A 78 years, female, white, stage:ii, alive, 1862 days 615.1
                                  TCGA-DJ-A2QC-01A 70 years, female, stage:ii, alive, 1215 days 614.3
                                  TCGA-ET-A39N-01A 35 years, female, white, stage:i, alive, 3751 days 613.7
                                  TCGA-EL-A3ZM-01A 60 years, male, stage:iva, alive, 1096 days 610.0
                                  TCGA-DE-A4MA-01A 52 years, female, black or african american, stage:iii, alive, 916 days 605.8
                                  TCGA-EM-A3FO-01A 40 years, male, stage:i, alive, 532 days 601.0
                                  TCGA-EM-A3ST-01A 62 years, female, stage:iii, alive, 1182 days 581.2
                                  TCGA-ET-A3BS-01A 42 years, male, asian, stage:i, alive, 176 days 574.3
                                  TCGA-BJ-A3PU-01A 52 years, male, white, stage:iii, alive, 567 days 572.7
                                  TCGA-EL-A3H3-01A 19 years, female, white, stage:i, alive, 1319 days 566.0
                                  TCGA-EL-A4KH-01A 36 years, female, white, stage:i, alive, 823 days 564.3
                                  TCGA-EM-A4G1-01A 26 years, female, stage:i, alive, 416 days 562.1
                                  TCGA-EM-A3FN-01A 42 years, female, stage:i, alive, 367 days 556.3
                                  TCGA-DJ-A3VL-01A 38 years, male, white, stage:i, alive, 713 days 556.0
                                  TCGA-BJ-A2N8-01A 30 years, female, white, stage:i, alive, 504 days 550.2
                                  TCGA-EM-A2P1-01A 33 years, male, stage:i, alive, 531 days 548.1
                                  TCGA-EL-A3CX-01A 22 years, female, white, stage:i, alive, 3243 days 543.9
                                  TCGA-FK-A3SH-01A 50 years, female, white, stage:iii, alive, 1463 days 529.4
                                  TCGA-J8-A3YE-01A 31 years, female, white, stage:i, alive, 847 days 527.2
                                  TCGA-J8-A3O1-01A 33 years, female, white, stage:i, alive, 827 days 526.2
                                  TCGA-KS-A41J-01A 28 years, female, white, stage:i, alive, 477 days 521.6
                                  TCGA-BJ-A4O9-01A 51 years, female, white, stage:ii, alive, 714 days 519.1
                                  TCGA-E8-A3X7-01A 57 years, female, white, stage:iva, alive, 951 days 517.9
                                  TCGA-ET-A39K-01A 48 years, female, white, stage:iii, alive, 3267 days 515.2
                                  TCGA-BJ-A290-01A 70 years, male, white, stage:iii, alive, 919 days 510.2
                                  TCGA-EM-A2CR-01A 46 years, female, stage:ii, alive, 415 days 509.3
                                  TCGA-CE-A27D-01A 28 years, female, asian, stage:i, alive, 374 days 508.6
                                  TCGA-BJ-A191-01A 49 years, female, white, stage:i, alive, 147 days 504.0
                                  TCGA-EM-A3OB-01A 33 years, female, stage:i, alive, 1176 days 501.0
                                  TCGA-KS-A41F-01A 37 years, female, white, stage:i, alive, 4367 days 495.3
                                  TCGA-DJ-A4UL-01A 68 years, female, white, stage:i, alive, 939 days 494.7
                                  TCGA-DJ-A3V2-01A 44 years, female, white, stage:i, alive, 615 days 489.3
                                  TCGA-ET-A2N3-01B 34 years, female, white, stage:i, alive, 2535 days 482.5
                                  TCGA-CE-A484-01A 37 years, female, asian, stage:i, alive, 378 days 481.0
                                  TCGA-DJ-A3V7-01A 44 years, female, white, stage:iii, alive, 706 days 480.1
                                  TCGA-EM-A3AI-01A 68 years, female, white, stage:ii, alive, 685 days 478.5
                                  TCGA-EL-A3TB-01A 47 years, female, white, stage:iii, alive, 2519 days 475.9
                                  TCGA-BJ-A0ZH-01A 52 years, female, white, stage:iva, alive, 460 days 475.9
                                  TCGA-EM-A3AQ-01A 85 years, female, stage:i, alive, 904 days 474.5
                                  TCGA-E3-A3E1-01A 46 years, female, white, stage:i, alive, 2449 days 471.3
                                  TCGA-DJ-A1QG-01A 62 years, male, white, stage:i, alive, 1368 days 468.9
                                  TCGA-EM-A4FH-01A 69 years, male, stage:iii, alive, 892 days 467.5
                                  TCGA-FE-A3PA-01A 16 years, male, white, stage:ii, alive, 3235 days 465.7
                                  TCGA-E8-A417-01A 38 years, female, asian, stage:i, alive, 938 days 465.1
                                  TCGA-BJ-A45C-01A 78 years, male, black or african american, stage:iii, dead, 243 days 462.3
                                  TCGA-EM-A2CT-01A 20 years, female, stage:i, alive, 1474 days 462.2
                                  TCGA-KS-A4IC-01A 45 years, female, white, stage:iii, alive, 1073 days 461.5
                                  TCGA-EM-A3FJ-01A 24 years, female, stage:i, alive, 850 days 461.2
                                  TCGA-IM-A41Y-01A 42 years, female, white, stage:i, alive, 664 days 458.5
                                  TCGA-CE-A3ME-01A 51 years, female, asian, stage:ii, alive, 379 days 457.1
                                  TCGA-EM-A4FQ-01A 42 years, female, stage:i, alive, 683 days 457.0
                                  TCGA-IM-A4EB-01A 37 years, male, white, stage:i, alive, 780 days 457.0
                                  TCGA-L6-A4EP-01A 41 years, female, asian, stage:i, alive, 1016 days 455.8
                                  TCGA-DJ-A3V4-01A 60 years, female, white, stage:iii, alive, 1294 days 455.4
                                  TCGA-EM-A3FM-01A 57 years, male, stage:iva, alive, 639 days 453.8
                                  TCGA-DJ-A3VI-01A 52 years, female, white, stage:iii, alive, 95 days 452.9
                                  TCGA-ET-A39T-01A 55 years, female, white, stage:iii, alive, 2987 days 452.4
                                  TCGA-EM-A4FN-01A 49 years, female, stage:iva, alive, 802 days 449.3
                                  TCGA-E3-A3E2-01A 34 years, female, white, stage:i, alive, 1922 days 448.8
                                  TCGA-BJ-A2N7-01A 30 years, female, white, stage:i, alive, 559 days 448.3
                                  TCGA-ET-A2MX-01A 27 years, male, white, stage:i, alive, 2689 days 446.1
                                  TCGA-ET-A40R-01A 24 years, female, white, stage:i, alive, 1350 days 444.4
                                  TCGA-KS-A4I3-01A 41 years, male, asian, stage:i, alive, 1329 days 444.4
                                  TCGA-J8-A3O2-01A 39 years, male, white, stage:i, alive, 342 days 442.7
                                  TCGA-FE-A235-01A 27 years, female, white, stage:i, alive, 3571 days 442.7
                                  TCGA-EL-A3ZG-01A 15 years, male, asian, stage:i, alive, 2724 days 442.6
                                  TCGA-EL-A4K7-01A 74 years, male, white, stage:iii, alive, 1251 days 441.6
                                  TCGA-ET-A40P-01A 32 years, female, white, stage:i, alive, 1338 days 441.4
                                  TCGA-ET-A39M-01A 34 years, male, white, stage:i, alive, 2582 days 439.9
                                  TCGA-EL-A4KI-01A 63 years, male, white, stage:iii, alive, 727 days 439.8
                                  TCGA-EL-A3MW-01A 55 years, female, white, stage:ii, alive, 3305 days 438.5
                                  TCGA-BJ-A0ZF-01A 54 years, female, white, stage:ii, alive, 1217 days 435.1
                                  TCGA-IM-A3U2-01A 89 years, female, white, stage:iva, alive, 563 days 434.9
                                  TCGA-DJ-A13O-01A 56 years, male, white, stage:i, alive, 1161 days 434.8
                                  TCGA-FK-A3S3-01A 43 years, female, black or african american, stage:i, alive, 2162 days 434.6
                                  TCGA-EL-A3H4-01A 46 years, female, black or african american, stage:iva, alive, 1512 days 434.5
                                  TCGA-IM-A41Z-01A 37 years, female, white, stage:i, alive, 946 days 433.6
                                  TCGA-DJ-A3VB-01A 52 years, male, stage:iii, alive, 697 days 426.9
                                  TCGA-DJ-A2PT-01A 70 years, female, white, stage:iii, alive, 1181 days 426.6
                                  TCGA-EM-A22Q-01A 36 years, male, stage:i, alive, 433 days 426.4
                                  TCGA-EM-A1YE-01A 47 years, female, stage:ii, alive, 1645 days 426.0
                                  TCGA-DJ-A2Q4-01A 53 years, male, white, stage:iii, alive, 1032 days 425.9
                                  TCGA-KS-A41L-01A 39 years, female, white, stage:i, alive, 3463 days 424.4
                                  TCGA-EM-A3FR-01A 55 years, female, stage:iii, alive, 457 days 424.0
                                  TCGA-E3-A3E0-01A 34 years, female, white, stage:i, alive, 2019 days 422.4
                                  TCGA-EM-A3AN-01A 36 years, female, stage:i, alive, 1006 days 422.2
                                  TCGA-EM-A2CN-01A 62 years, male, stage:ivc, alive, 715 days 419.2
                                  TCGA-EM-A3OA-01A 55 years, female, stage:ii, alive, 822 days 418.2
                                  TCGA-L6-A4ET-01A 49 years, female, white, stage:ivc, alive, 664 days 416.4
                                  TCGA-EL-A3D1-01A 39 years, male, asian, stage:i, alive, 2997 days 415.9
                                  TCGA-DJ-A13M-01A 28 years, female, white, stage:i, alive, 1484 days 415.8
                                  TCGA-BJ-A28T-01A 34 years, female, white, stage:i, alive, 1081 days 415.1
                                  TCGA-FE-A22Z-01A 61 years, female, white, stage:iva, alive, 2243 days 414.9
                                  TCGA-EM-A2P3-01A 47 years, female, stage:i, alive, 444 days 414.0
                                  TCGA-EL-A3TA-01A 42 years, male, white, stage:i, alive, 2035 days 413.7
                                  TCGA-L6-A4EQ-01A 47 years, male, white, stage:iii, alive, 1228 days 413.5
                                  TCGA-FE-A3PB-01A 33 years, female, white, stage:i, alive, 2590 days 411.6
                                  TCGA-DJ-A3VG-01A 41 years, male, white, stage:i, alive, 1085 days 411.2
                                  TCGA-IM-A420-01A 39 years, female, white, stage:i, alive, 250 days 410.5
                                  TCGA-DJ-A4V4-01A 48 years, female, white, stage:i, alive, 481 days 409.9
                                  TCGA-DJ-A3UR-01A 51 years, female, white, stage:iii, alive, 1105 days 408.9
                                  TCGA-EL-A3CT-01A 78 years, female, white, stage:iva, dead, 1854 days 408.3
                                  TCGA-EL-A3H5-01A 57 years, female, white, stage:iva, alive, 2542 days 406.4
                                  TCGA-EM-A1YC-01A 71 years, female, stage:iii, alive, 2391 days 404.8
                                  TCGA-J8-A4HY-01A 68 years, female, white, stage:iva, alive, 6 days 404.3
                                  TCGA-DJ-A3VK-01A 63 years, male, white, stage:iii, alive, 753 days 403.8
                                  TCGA-BJ-A0Z5-01A 58 years, male, white, stage:iii, alive, 448 days 403.1
                                  TCGA-EL-A3GQ-01A 72 years, female, white, stage:i, alive, 1528 days 403.0
                                  TCGA-BJ-A0ZG-01A 80 years, male, white, stage:i, alive, 775 days 402.7
                                  TCGA-FE-A3PD-01A 17 years, female, white, stage:i, alive, 2396 days 402.5
                                  TCGA-EM-A2P2-01A 46 years, male, stage:iii, alive, 526 days 402.3
                                  TCGA-DJ-A3V8-01A 28 years, female, white, stage:i, alive, 647 days 402.1
                                  TCGA-EM-A1CW-01A 39 years, female, stage:i, alive, 549 days 401.9
                                  TCGA-EM-A4FM-01A 59 years, female, stage:iva, alive, 162 days 401.0
                                  TCGA-EL-A3ZR-01A 46 years, female, white, stage:ii, alive, 1830 days 400.6
                                  TCGA-ET-A3DV-01A 68 years, female, white, stage:ii, alive, 5068 days 400.0
                                  TCGA-EL-A3GZ-01A 34 years, female, white, stage:i, alive, 4258 days 399.9
                                  TCGA-EM-A3O3-01A 83 years, female, stage:iii, alive, 441 days 399.5
                                  TCGA-E8-A413-01A 38 years, female, asian, stage:i, alive, 912 days 399.2
                                  TCGA-EM-A2OX-01A 46 years, male, stage:iva, alive, 600 days 398.2
                                  TCGA-ET-A4KN-01A 51 years, female, white, stage:iii, alive, 1009 days 398.1
                                  TCGA-E8-A434-01A 56 years, female, asian, stage:i, alive, 953 days 397.9
                                  TCGA-FY-A3TY-01A 61 years, female, white, stage:iii, alive, 709 days 397.6
                                  TCGA-BJ-A45D-01A 36 years, male, white, stage:i, alive, 331 days 396.5
                                  TCGA-FK-A3SD-01A 61 years, female, white, stage:i, alive, 32 days 396.1
                                  TCGA-DE-A69J-01A 34 years, female, black or african american, stage:i, alive, 447 days 395.5
                                  TCGA-IM-A3EB-01A 32 years, female, white, stage:i, alive, 1488 days 395.2
                                  TCGA-EM-A3FL-01A 63 years, female, stage:i, alive, 1441 days 394.8
                                  TCGA-E8-A2EA-01A 52 years, female, white, stage:i, alive, 1085 days 394.4
                                  TCGA-DJ-A1QH-01A 58 years, female, white, stage:iii, alive, 1293 days 393.2
                                  TCGA-BJ-A3PR-01A 70 years, female, white, stage:i, alive, 1107 days 392.1
                                  TCGA-DJ-A3UZ-01A 70 years, female, white, stage:iii, alive, 1246 days 391.9
                                  TCGA-DJ-A2PZ-01A 63 years, male, white, stage:iii, alive, 256 days 391.5
                                  TCGA-EM-A22O-01A 76 years, male, asian, stage:iva, alive, 1344 days 391.1
                                  TCGA-CE-A3MD-01A 31 years, male, asian, stage:i, alive, 389 days 390.9
                                  TCGA-L6-A4EU-01A 58 years, female, black or african american, stage:iii, alive, 289 days 390.5
                                  TCGA-EL-A3GO-01A 31 years, female, white, stage:i, alive, 1973 days 390.4
                                  TCGA-BJ-A0ZE-01A 63 years, female, white, stage:iii, alive, 509 days 389.5
                                  TCGA-J8-A3O0-01A 38 years, male, white, stage:i, alive, 1313 days 388.3
                                  TCGA-EM-A22M-01A 52 years, male, asian, stage:i, alive, 442 days 387.4
                                  TCGA-EL-A3ZN-01A 28 years, female, white, stage:i, alive, 1614 days 386.0
                                  TCGA-J8-A3YH-01A 39 years, male, white, stage:i, alive, 175 days 384.3
                                  TCGA-EM-A3O7-01A 46 years, female, stage:iii, alive, 223 days 384.1
                                  TCGA-EM-A3AR-01A 41 years, male, stage:i, alive, 1133 days 383.6
                                  TCGA-FY-A40N-01A 55 years, female, white, stage:i, alive, 579 days 382.8
                                  TCGA-EL-A3ZL-01A 34 years, female, white, stage:i, alive, 1895 days 382.6
                                  TCGA-EM-A3FK-01A 30 years, female, stage:i, alive, 723 days 382.6
                                  TCGA-E8-A437-01A 57 years, female, white, stage:i, alive, 1213 days 382.6
                                  TCGA-E8-A418-01A 75 years, female, white, stage:iva, alive, 92 days 382.3
                                  TCGA-E3-A3E3-01A 49 years, female, white, stage:ii, alive, 1595 days 381.8
                                  TCGA-DJ-A3VA-01A 39 years, female, stage:i, alive, 755 days 380.4
                                  TCGA-E8-A415-01A 39 years, female, asian, stage:i, alive, 944 days 380.1
                                  TCGA-EL-A3T3-01A 63 years, male, white, stage:ii, alive, 4017 days 380.1
                                  TCGA-EM-A2CM-01A 62 years, female, stage:iii, alive, 1253 days 379.0
                                  TCGA-DJ-A3UX-01A 46 years, female, white, stage:i, alive, 345 days 378.9
                                  TCGA-J8-A3NZ-01A 52 years, female, white, stage:iii, alive, 524 days 378.7
                                  TCGA-FE-A3PC-01A 37 years, female, white, stage:i, alive, 2606 days 377.1
                                  TCGA-BJ-A291-01A 56 years, female, white, stage:i, alive, 696 days 375.6
                                  TCGA-DJ-A3V3-01A 57 years, female, asian, stage:ii, alive, 931 days 375.3
                                  TCGA-EL-A4JV-01A 41 years, female, asian, stage:i, alive, 1748 days 374.7
                                  TCGA-ET-A40S-01A 62 years, male, white, stage:ii, alive, 1223 days 374.6
                                  TCGA-E8-A2JQ-01A 18 years, female, white, stage:i, alive, 356 days 373.9
                                  TCGA-EM-A3FP-01A 71 years, female, stage:ii, alive, 529 days 372.8
                                  TCGA-EM-A1CU-01A 31 years, male, stage:i, alive, 636 days 371.9
                                  TCGA-H2-A3RI-01A 30 years, female, white, stage:i, alive, 335 days 371.7
                                  TCGA-DJ-A3V0-01A 56 years, male, stage:iva, alive, 1125 days 371.3
                                  TCGA-BJ-A3EZ-01A 51 years, male, white, stage:iva, alive, 487 days 370.4
                                  TCGA-FE-A23A-01A 27 years, female, white, stage:i, alive, 2489 days 370.2
                                  TCGA-BJ-A45J-01A 39 years, female, white, stage:i, alive, 658 days 369.3
                                  TCGA-BJ-A2P4-01A 29 years, female, white, stage:i, alive, 390 days 369.3
                                  TCGA-FK-A3SG-01A 21 years, female, white, stage:i, alive, 28 days 368.6
                                  TCGA-EM-A3AJ-01A 39 years, male, stage:i, alive, 941 days 368.6
                                  TCGA-EL-A3MZ-01A 66 years, male, white, stage:iii, dead, 1597 days 368.5
                                  TCGA-EM-A2CK-01A 28 years, male, stage:i, alive, 544 days 368.1
                                  TCGA-FY-A3BL-01A 29 years, male, white, stage:i, alive, 621 days 367.5
                                  TCGA-DJ-A3UT-01A 43 years, female, white, stage:i, alive, 1105 days 367.4
                                  TCGA-FK-A4UB-01A 51 years, male, white, stage:iii, alive, 3531 days 365.7
                                  TCGA-EL-A3CS-01A 62 years, female, white, stage:iva, dead, 1385 days 365.2
                                  TCGA-EL-A3ZO-01A 79 years, female, white, stage:iii, alive, 2211 days 364.8
                                  TCGA-BJ-A0Z3-01A 33 years, female, white, stage:i, alive, 497 days 362.7
                                  TCGA-DJ-A3VJ-01A 22 years, male, white, stage:i, alive, 1108 days 361.9
                                  TCGA-KS-A4I7-01A 61 years, female, white, stage:i, alive, 987 days 361.6
                                  TCGA-DJ-A2PY-01A 46 years, female, white, stage:iii, alive, 267 days 359.9
                                  TCGA-DJ-A13R-01A 50 years, male, white, stage:iii, alive, 565 days 359.8
                                  TCGA-ET-A39P-01A 73 years, female, black or african american, stage:iii, alive, 2900 days 358.5
                                  TCGA-ET-A25I-01A 37 years, female, white, stage:i, alive, 2485 days 358.4
                                  TCGA-BJ-A3PT-01A 51 years, female, white, stage:iii, alive, 709 days 358.3
                                  TCGA-IM-A3U3-01A 55 years, female, white, stage:i, alive, 514 days 358.0
                                  TCGA-DJ-A2PX-01A 55 years, female, white, stage:i, alive, 881 days 357.8
                                  TCGA-EM-A2OZ-01A 66 years, male, stage:i, alive, 1033 days 357.7
                                  TCGA-EM-A3SZ-01A 42 years, female, stage:i, alive, 389 days 357.6
                                  TCGA-DO-A2HM-01B 49 years, male, white, stage:iva, alive, 71 days 357.5
                                  TCGA-FE-A233-01A 18 years, female, white, stage:i, alive, 751 days 357.5
                                  TCGA-DJ-A13P-01A 52 years, female, white, stage:ii, alive, 5150 days 356.6
                                  TCGA-DJ-A1QQ-01A 43 years, male, asian, stage:i, alive, 534 days 356.4
                                  TCGA-EL-A3GW-01A 37 years, female, white, stage:i, alive, 1527 days 356.1
                                  TCGA-FY-A3RA-01A 21 years, female, white, stage:i, alive, 550 days 356.1
                                  TCGA-ET-A3DU-01A 21 years, female, white, stage:i, alive, 1911 days 354.8
                                  TCGA-DE-A3KN-01A 49 years, female, white, stage:iva, alive, 831 days 353.8
                                  TCGA-DE-A4M9-01A 28 years, male, white, stage:i, alive, 573 days 352.7
                                  TCGA-DJ-A2Q7-01A 52 years, female, asian, stage:iii, alive, 1068 days 352.5
                                  TCGA-FY-A3W9-01A 66 years, female, white, stage:ii, alive, 658 days 351.7
                                  TCGA-EM-A3SY-01A 36 years, male, stage:i, alive, 411 days 351.6
                                  TCGA-CE-A483-01A 34 years, female, asian, stage:i, alive, 457 days 351.4
                                  TCGA-DJ-A3UY-01A 32 years, female, white, stage:i, alive, 1091 days 351.3
                                  TCGA-DJ-A2Q3-01A 62 years, female, asian, stage:iii, alive, 1224 days 351.2
                                  TCGA-FY-A3I4-01A 34 years, female, white, stage:i, alive, 542 days 349.5
                                  TCGA-EL-A3CR-01A 78 years, female, white, stage:iii, dead, 233 days 349.2
                                  TCGA-EL-A3D4-01A 62 years, male, black or african american, stage:iva, alive, 2116 days 349.0
                                  TCGA-EL-A3GX-01A 41 years, female, white, stage:i, alive, 4494 days 348.5
                                  TCGA-DJ-A3UW-01A 50 years, female, white, stage:i, alive, 1812 days 348.3
                                  TCGA-FE-A236-01A 33 years, male, white, stage:i, alive, 2031 days 348.2
                                  TCGA-E8-A419-01A 30 years, female, white, stage:i, alive, 774 days 348.2
                                  TCGA-DJ-A3V5-01A 76 years, female, white, stage:iii, alive, 584 days 347.7
                                  TCGA-DJ-A4UW-01A 34 years, female, asian, stage:i, alive, 819 days 346.8
                                  TCGA-E3-A3E5-01A 57 years, male, white, stage:iva, alive, 1215 days 346.8
                                  TCGA-EL-A3GV-01A 65 years, female, white, stage:iii, alive, 1532 days 346.5
                                  TCGA-E8-A242-01A 56 years, female, white, stage:iii, alive, 950 days 346.1
                                  TCGA-KS-A4IB-01A 41 years, female, asian, stage:i, alive, 2577 days 345.6
                                  TCGA-DE-A4MC-01A 43 years, female, american indian or alaska native, stage:i, alive, 913 days 344.2
                                  TCGA-KS-A4I5-01A 49 years, female, white, stage:iva, alive, 567 days 344.0
                                  TCGA-BJ-A45E-01A 46 years, female, white, stage:i, alive, 639 days 343.9
                                  TCGA-EM-A4FO-01A 72 years, male, stage:i, alive, 802 days 343.8
                                  TCGA-DJ-A13U-01A 60 years, male, white, stage:iii, alive, 1590 days 343.2
                                  TCGA-E8-A44K-01A 50 years, female, asian, stage:i, alive, 943 days 342.9
                                  TCGA-E8-A416-01A 51 years, female, asian, stage:i, alive, 952 days 342.8
                                  TCGA-EM-A4FF-01A 40 years, female, stage:i, alive, 2573 days 342.7
                                  TCGA-FE-A231-01A 70 years, male, white, stage:iva, alive, 961 days 342.2
                                  TCGA-EL-A3D6-01A 51 years, female, white, stage:iii, alive, 3296 days 342.1
                                  TCGA-BJ-A28X-01A 32 years, female, white, stage:i, alive, 942 days 341.7
                                  TCGA-ET-A3DP-01A 43 years, female, black or african american, stage:i, alive, 2877 days 340.7
                                  TCGA-BJ-A45I-01A 51 years, female, white, stage:iii, alive, 470 days 340.5
                                  TCGA-FY-A3ON-01A 20 years, male, white, stage:i, alive, 595 days 339.5
                                  TCGA-EL-A4K4-01A 33 years, female, white, stage:i, alive, 1623 days 339.3
                                  TCGA-ET-A25R-01A 51 years, female, white, stage:iii, alive, 1930 days 338.7
                                  TCGA-GE-A2C6-01A 33 years, female, white, stage:i, alive, 381 days 338.5
                                  TCGA-BJ-A28R-01A 38 years, female, white, stage:i, alive, 1282 days 338.3
                                  TCGA-EM-A2P0-01A 33 years, male, stage:i, alive, 535 days 337.3
                                  TCGA-E3-A3DZ-01A 55 years, female, white, stage:iii, alive, 1436 days 337.1
                                  TCGA-FE-A230-01A 30 years, female, white, stage:i, alive, 2173 days 337.0
                                  TCGA-EL-A3N2-01A 24 years, female, white, stage:i, alive, 902 days 336.9
                                  TCGA-MK-A4N9-01A 41 years, female, white, stage:i, alive, 919 days 336.7
                                  TCGA-EL-A3CW-01A 87 years, female, white, stage:iii, dead, 1734 days 336.4
                                  TCGA-FY-A40K-01A 46 years, female, white, stage:i, alive, 461 days 336.1
                                  TCGA-EM-A2OY-01A 46 years, female, stage:ii, alive, 983 days 335.4
                                  TCGA-EL-A3ZK-01A 41 years, female, white, stage:i, alive, 1575 days 335.3
                                  TCGA-DJ-A3V6-01A 54 years, male, white, stage:iii, alive, 818 days 335.1
                                  TCGA-EL-A3MY-01A 81 years, male, white, stage:ivc, dead, 533 days 334.8
                                  TCGA-J8-A3YF-01A 84 years, male, white, stage:iii, alive, 751 days 334.4
                                  TCGA-EM-A3FQ-01A 19 years, female, stage:i, alive, 492 days 334.3
                                  TCGA-EM-A22P-01A 64 years, male, stage:iva, alive, 1256 days 334.2
                                  TCGA-J8-A42S-01A 45 years, male, white, stage:iii, alive, 75 days 333.8
                                  TCGA-EL-A3H7-01A 36 years, female, white, stage:i, alive, 4228 days 333.4
                                  TCGA-DJ-A2Q5-01A 51 years, male, white, stage:iva, alive, 1140 days 333.2
                                  TCGA-EL-A3GY-01A 40 years, female, white, stage:ii, alive, 3076 days 333.2
                                  TCGA-EL-A3T6-01A 35 years, female, white, stage:i, alive, 2988 days 333.2
                                  TCGA-EM-A2CJ-01A 49 years, female, stage:i, alive, 1447 days 333.2
                                  TCGA-DJ-A2PS-01A 40 years, female, white, stage:i, alive, 797 days 333.0
                                  TCGA-DJ-A2Q1-01A 44 years, female, white, stage:i, alive, 1148 days 331.3
                                  TCGA-EL-A3D5-01A 44 years, female, white, stage:i, alive, 1737 days 331.1
                                  TCGA-H2-A421-01A 34 years, female, white, stage:i, alive, 610 days 331.1
                                  TCGA-EL-A4KG-01A 35 years, female, white, stage:i, alive, 739 days 331.1
                                  TCGA-DJ-A3UP-01A 38 years, female, stage:i, alive, 499 days 330.9
                                  TCGA-DJ-A4UQ-01A 60 years, male, asian, stage:iva, alive, 1005 days 330.3
                                  TCGA-DJ-A3UN-01A 51 years, female, white, stage:i, alive, 986 days 330.2
                                  TCGA-EL-A3N3-01A 53 years, female, white, stage:ii, alive, 5423 days 329.6
                                  TCGA-DE-A69K-01A 58 years, female, black or african american, stage:iii, alive, 434 days 328.5
                                  TCGA-KS-A4ID-01A 55 years, female, white, stage:i, alive, 1011 days 327.4
                                  TCGA-BJ-A0ZJ-01A 36 years, male, white, stage:i, alive, 1280 days 326.1
                                  TCGA-DJ-A3UK-01A 36 years, female, white, stage:i, alive, 1123 days 326.1
                                  TCGA-DJ-A2PQ-01A 26 years, male, white, stage:i, alive, 1077 days 325.8
                                  TCGA-EL-A3H8-01A 35 years, female, white, stage:i, alive, 4577 days 325.8
                                  TCGA-BJ-A45G-01A 48 years, female, white, stage:iii, alive, 725 days 325.7
                                  TCGA-BJ-A28S-01A 79 years, male, white, stage:ii, alive, 640 days 324.7
                                  TCGA-EL-A3T9-01A 69 years, female, white, stage:iv, dead, 174 days 324.7
                                  TCGA-FY-A40L-01A 55 years, female, white, stage:iva, alive, 726 days 324.3
                                  TCGA-DJ-A3UO-01A 63 years, male, white, stage:iva, alive, 957 days 324.2
                                  TCGA-DJ-A1QF-01A 61 years, female, white, stage:ii, alive, 931 days 323.6
                                  TCGA-ET-A25N-01A 28 years, female, white, stage:i, alive, 1928 days 323.1
                                  TCGA-ET-A2MY-01A 72 years, female, black or african american, stage:i, alive, 1787 days 323.0
                                  TCGA-DE-A4MD-01A 71 years, male, white, stage:iva, alive, 764 days 322.2
                                  TCGA-FK-A3SE-01A 31 years, female, asian, stage:i, alive, 404 days 321.8
                                  TCGA-EL-A3ZS-01A 22 years, female, white, stage:i, alive, 215 days 321.7
                                  TCGA-FE-A234-01A 26 years, female, white, stage:i, alive, 2075 days 321.1
                                  TCGA-DJ-A3VE-01A 50 years, male, white, stage:i, alive, 577 days 320.7
                                  TCGA-FE-A232-01A 44 years, female, white, stage:i, alive, 2424 days 319.3
                                  TCGA-EM-A3SX-01A 28 years, female, stage:i, alive, 908 days 318.9
                                  TCGA-EM-A2CQ-01A 40 years, female, stage:i, alive, 374 days 318.6
                                  TCGA-EM-A2CL-01A 31 years, male, stage:i, alive, 401 days 318.2
                                  TCGA-EM-A3AP-01A 31 years, female, stage:i, alive, 254 days 317.2
                                  TCGA-J8-A3YD-01A 47 years, female, white, stage:iii, alive, 968 days 316.8
                                  TCGA-DE-A0Y3-01B 60 years, female, asian, stage:ivc, alive, 1526 days 316.6
                                  TCGA-FY-A3R7-01A 50 years, female, white, stage:iii, alive, 495 days 316.4
                                  TCGA-ET-A39O-01A 39 years, male, white, stage:i, alive, 3059 days 316.4
                                  TCGA-EL-A3T7-01A 47 years, female, white, stage:ii, alive, 1256 days 316.2
                                  TCGA-DJ-A3V9-01A 50 years, female, white, stage:iva, alive, 623 days 316.2
                                  TCGA-DJ-A13V-01A 21 years, female, stage:i, alive, 1313 days 316.1
                                  TCGA-DJ-A13L-01A 85 years, male, white, stage:i, alive, 303 days 316.0
                                  TCGA-DJ-A3VD-01A 32 years, female, white, stage:i, alive, 1238 days 316.0
                                  TCGA-ET-A3BT-01A 60 years, female, white, stage:iva, alive, 2665 days 315.9
                                  TCGA-H2-A3RH-01A 41 years, female, white, stage:i, alive, 379 days 315.8
                                  TCGA-ET-A3DW-01A 64 years, male, asian, stage:iii, alive, 752 days 315.5
                                  TCGA-EM-A3O8-01A 33 years, female, stage:i, alive, 15 days 315.0
                                  TCGA-EL-A4K1-01A 68 years, female, white, stage:iii, alive, 1046 days 314.7
                                  TCGA-ET-A3BP-01A 34 years, female, white, stage:i, alive, 2406 days 314.6
                                  TCGA-DE-A0XZ-01A 65 years, female, white, stage:iii, alive, 1090 days 314.0
                                  TCGA-ET-A40Q-01A 38 years, male, white, stage:i, alive, 1407 days 314.0
                                  TCGA-ET-A3BO-01A 44 years, female, white, stage:i, alive, 1533 days 313.3
                                  TCGA-ET-A2N4-01A 53 years, female, white, stage:iii, alive, 81 days 312.8
                                  TCGA-BJ-A28Z-01A 46 years, female, white, stage:iii, alive, 337 days 312.7
                                  TCGA-DJ-A4UP-01A 15 years, female, white, stage:i, alive, 916 days 312.5
                                  TCGA-EL-A3T0-01A 46 years, female, white, stage:iii, alive, 4335 days 312.1
                                  TCGA-H2-A422-01A 40 years, female, white, stage:i, alive, 566 days 311.8
                                  TCGA-BJ-A0ZB-01A 66 years, male, white, stage:iva, alive, 122 days 311.2
                                  TCGA-EL-A3T8-01A 36 years, male, asian, stage:i, alive, 3269 days 310.8
                                  TCGA-BJ-A45H-01A 45 years, male, white, stage:iii, alive, 865 days 310.2
                                  TCGA-ET-A2N5-01A 46 years, female, black or african american, stage:iii, alive, 2460 days 309.9
                                  TCGA-DJ-A1QD-01A 20 years, female, white, stage:i, alive, 1462 days 309.7
                                  TCGA-MK-A84Z-01A 74 years, male, black or african american, stage:iii, alive, 728 days 309.1
                                  TCGA-MK-A4N7-01A 20 years, female, white, stage:i, alive, 987 days 308.3
                                  TCGA-FY-A3R6-01A 57 years, female, white, stage:iva, alive, 423 days 308.1
                                  TCGA-EL-A3T1-01A 38 years, female, black or african american, stage:i, alive, 3941 days 307.0
                                  TCGA-FY-A3R8-01A 62 years, female, white, stage:iii, alive, 477 days 306.8
                                  TCGA-BJ-A0YZ-01A 66 years, male, white, stage:ii, alive, 754 days 306.7
                                  TCGA-EM-A4FU-01A 35 years, male, stage:i, alive, 1840 days 306.6
                                  TCGA-ET-A40T-01A 26 years, female, white, stage:i, alive, 1140 days 306.5
                                  TCGA-E3-A3DY-01A 37 years, male, white, stage:i, alive, 2815 days 306.5
                                  TCGA-E8-A438-01A 23 years, female, white, stage:i, alive, 1019 days 306.2
                                  TCGA-DJ-A4V2-01A 38 years, female, stage:i, alive, 95 days 305.2
                                  TCGA-DJ-A2Q6-01A 38 years, female, white, stage:i, alive, 1109 days 304.9
                                  TCGA-BJ-A2NA-01A 77 years, male, white, stage:iii, alive, 577 days 304.7
                                  TCGA-ET-A39R-01A 24 years, female, white, stage:i, alive, 2863 days 303.2
                                  TCGA-ET-A4KQ-01A 45 years, female, white, stage:ii, alive, 955 days 303.1
                                  TCGA-DJ-A3UQ-01A 45 years, female, asian, stage:iii, alive, 595 days 302.9
                                  TCGA-DO-A1JZ-01A 23 years, female, black or african american, stage:i, alive, 1670 days 302.7
                                  TCGA-EL-A3ZT-01A 35 years, male, white, stage:i, alive, 1808 days 302.4
                                  TCGA-EL-A3GU-01A 72 years, female, white, stage:iii, alive, 4137 days 301.7
                                  TCGA-EL-A4K6-01A 75 years, male, white, stage:iv, alive, 1343 days 301.0
                                  TCGA-ET-A3DO-01A 33 years, female, white, stage:i, alive, 3552 days 300.2
                                  TCGA-DJ-A3UM-01A 45 years, female, asian, stage:i, alive, 944 days 299.5
                                  TCGA-DJ-A3UU-01A 49 years, female, white, stage:iii, alive, 713 days 298.9
                                  TCGA-DE-A4M8-01A 61 years, female, white, stage:iii, alive, 564 days 298.4
                                  TCGA-ET-A3BQ-01B 27 years, female, white, stage:i, alive, 2331 days 298.2
                                  TCGA-FY-A3YR-01A 64 years, female, white, stage:iii, alive, 528 days 297.8
                                  TCGA-EL-A3ZP-01A 19 years, male, white, stage:i, alive, 1992 days 296.6
                                  TCGA-DJ-A1QI-01A 63 years, female, white, stage:ii, alive, 455 days 295.9
                                  TCGA-EL-A3CN-01A 47 years, female, white, stage:ii, alive, 4731 days 295.6
                                  TCGA-4C-A93U-01A 74 years, female, black or african american, stage:iva, alive, 129 days 294.0
                                  TCGA-BJ-A45F-01A 59 years, female, white, stage:i, alive, 105 days 293.2
                                  TCGA-EL-A3CV-01A 40 years, male, white, stage:i, alive, 1154 days 292.6
                                  TCGA-FY-A2QD-01A 61 years, female, black or african american, alive, 38 days 291.6
                                  TCGA-DJ-A3US-01A 37 years, female, white, stage:i, alive, 998 days 291.6
                                  TCGA-EM-A4FV-01A 64 years, female, stage:i, alive, 744 days 290.7
                                  TCGA-EL-A4KD-01A 41 years, male, white, stage:i, alive, 1326 days 290.6
                                  TCGA-E8-A44M-01A 23 years, female, asian, stage:i, alive, 917 days 290.5
                                  TCGA-EL-A3CM-01A 64 years, female, white, stage:iii, dead, 813 days 289.5
                                  TCGA-EL-A4K9-01A 68 years, male, white, stage:ii, alive, 1455 days 288.2
                                  TCGA-EL-A3GR-01A 31 years, female, white, stage:i, alive, 3501 days 287.9
                                  TCGA-IM-A3ED-01A 58 years, female, white, stage:i, alive, 1442 days 287.8
                                  TCGA-EL-A3CU-01A 70 years, female, white, stage:iii, alive, 4780 days 287.8
                                  TCGA-CE-A482-01A 27 years, female, asian, stage:i, alive, 325 days 287.7
                                  TCGA-FE-A238-01A 36 years, female, white, stage:i, alive, 1215 days 286.7
                                  TCGA-ET-A25O-01A 35 years, female, black or african american, stage:i, alive, 1986 days 286.3
                                  TCGA-EM-A22I-01A 52 years, female, stage:iii, alive, 448 days 285.2
                                  TCGA-DJ-A1QN-01A 42 years, female, stage:i, alive, 1295 days 283.8
                                  TCGA-DJ-A1QL-01A 70 years, male, stage:ii, alive, 535 days 283.6
                                  TCGA-BJ-A18Z-01A 58 years, male, white, stage:iva, alive, 1263 days 283.1
                                  TCGA-DJ-A2PU-01A 52 years, female, white, stage:ii, alive, 1033 days 282.9
                                  TCGA-EL-A3H1-01A 66 years, female, black or african american, stage:i, dead, 1500 days 282.8
                                  TCGA-FY-A4B3-01A 51 years, male, white, stage:iii, alive, 427 days 282.4
                                  TCGA-FE-A237-01A 19 years, female, white, stage:i, alive, 3431 days 282.3
                                  TCGA-DJ-A3UV-01A 18 years, female, white, stage:i, alive, 1466 days 281.6
                                  TCGA-EM-A3AK-01A 62 years, female, stage:i, alive, 477 days 279.4
                                  TCGA-EM-A2CS-01A 52 years, female, stage:iva, alive, 841 days 277.7
                                  TCGA-ET-A39S-01A 27 years, female, white, stage:i, alive, 1676 days 277.7
                                  TCGA-DJ-A2PW-01A 65 years, male, white, stage:iii, alive, 1060 days 277.2
                                  TCGA-J8-A4HW-01A 59 years, female, white, stage:iii, alive, 79 days 275.8
                                  TCGA-EL-A3GP-01A 70 years, male, black or african american, stage:iii, alive, 1506 days 274.6
                                  TCGA-EL-A4JW-01A 38 years, female, white, stage:i, alive, 1056 days 274.5
                                  TCGA-BJ-A18Y-01A 29 years, male, white, stage:i, alive, 1563 days 274.2
                                  TCGA-BJ-A0Z2-01A 57 years, male, black or african american, stage:ivc, alive, 1514 days 274.1
                                  TCGA-E8-A432-01A 57 years, female, asian, stage:ii, alive, 931 days 273.9
                                  TCGA-ET-A25M-01A 33 years, male, white, stage:i, alive, 1831 days 273.8
                                  TCGA-ET-A39J-01A 23 years, female, white, stage:i, alive, 3227 days 273.5
                                  TCGA-EL-A3CP-01A 50 years, female, black or african american, alive, 4831 days 273.3
                                  TCGA-FY-A3NP-01A 69 years, male, white, stage:i, alive, 491 days 272.2
                                  TCGA-DJ-A13T-01A 37 years, female, white, stage:i, alive, 1709 days 271.9
                                  TCGA-E8-A436-01A 53 years, female, asian, stage:iva, alive, 455 days 271.2
                                  TCGA-QD-A8IV-01A 50 years, female, black or african american, stage:iva, alive, 392 days 271.1
                                  TCGA-DJ-A4V0-01A 36 years, female, asian, stage:i, alive, 1081 days 270.5
                                  TCGA-ET-A25K-01A 36 years, female, white, stage:i, alive, 2142 days 270.2
                                  TCGA-EL-A4K2-01A 43 years, female, white, stage:i, alive, 928 days 270.0
                                  TCGA-DJ-A4UT-01A 32 years, female, white, stage:i, alive, 823 days 269.8
                                  TCGA-ET-A39L-01A 20 years, female, stage:i, alive, 3299 days 269.8
                                  TCGA-ET-A25L-01A 52 years, female, white, stage:iva, alive, 1721 days 269.8
                                  TCGA-DJ-A2PO-01A 54 years, male, white, stage:i, alive, 238 days 268.4
                                  TCGA-DJ-A2PN-01A 70 years, female, white, stage:i, alive, 307 days 268.4
                                  TCGA-DE-A2OL-01A 44 years, female, white, stage:i, alive, 1145 days 267.4
                                  TCGA-EM-A3AL-01A 45 years, female, stage:i, alive, 430 days 267.3
                                  TCGA-BJ-A0ZA-01A 67 years, female, white, stage:ii, alive, 574 days 267.1
                                  TCGA-DJ-A3VM-01A 68 years, female, white, stage:ii, alive, 840 days 266.6
                                  TCGA-J8-A3YG-01A 54 years, female, white, stage:iii, alive, 678 days 265.6
                                  TCGA-BJ-A4O8-01A 47 years, male, white, stage:iii, alive, 591 days 264.2
                                  TCGA-EL-A3CY-01A 28 years, male, white, stage:i, alive, 127 days 264.1
                                  TCGA-DJ-A2Q9-01A 65 years, female, white, stage:iii, alive, 1092 days 263.6
                                  TCGA-EL-A3ZH-01A 42 years, female, white, stage:i, alive, 2773 days 263.5
                                  TCGA-ET-A25G-01A 57 years, female, white, stage:iii, alive, 2492 days 263.1
                                  TCGA-KS-A4I9-01A 46 years, female, black or african american, stage:i, alive, 2658 days 262.1
                                  TCGA-CE-A481-01A 41 years, female, asian, stage:i, alive, 346 days 262.0
                                  TCGA-ET-A2MZ-01A 39 years, male, white, stage:i, alive, 1133 days 261.3
                                  TCGA-DE-A7U5-01A 36 years, female, black or african american, stage:i, alive, 84 days 261.2
                                  TCGA-EL-A3GS-01A 37 years, female, white, stage:i, alive, 1989 days 261.2
                                  TCGA-EL-A4JZ-01A 55 years, female, white, stage:iii, alive, 1856 days 261.0
                                  TCGA-DJ-A3VF-01A 60 years, female, white, stage:iva, alive, 292 days 260.7
                                  TCGA-FY-A3R9-01A 66 years, female, white, stage:i, alive, 504 days 260.2
                                  TCGA-FK-A3SB-01A 28 years, female, asian, stage:i, alive, 125 days 259.1
                                  TCGA-DJ-A4V5-01A 55 years, male, white, stage:iva, alive, 1076 days 258.6
                                  TCGA-ET-A3BU-01A 28 years, male, white, stage:i, alive, 2367 days 257.8
                                  TCGA-DJ-A2PV-01A 53 years, female, white, stage:ii, alive, 973 days 257.5
                                  TCGA-ET-A3BW-01A 30 years, female, white, stage:i, alive, 1419 days 257.1
                                  TCGA-DJ-A1QO-01A 69 years, male, white, stage:iii, alive, 1442 days 257.1
                                  TCGA-ET-A3DQ-01A 43 years, female, white, stage:i, alive, 2581 days 256.0
                                  TCGA-EL-A3T2-01A 55 years, female, white, stage:iii, alive, 988 days 252.8
                                  TCGA-EM-A3O6-01A 54 years, female, stage:ii, alive, 458 days 252.6
                                  TCGA-DJ-A1QE-01A 62 years, female, white, stage:iii, alive, 4134 days 252.6
                                  TCGA-EM-A2CU-01A 47 years, female, stage:iii, alive, 400 days 251.6
                                  TCGA-FY-A76V-01A 54 years, male, black or african american, stage:ii, alive, 51 days 251.6
                                  TCGA-DJ-A2Q2-01A 57 years, female, white, stage:iii, alive, 1337 days 250.8
                                  TCGA-EM-A22K-01A 46 years, female, stage:iva, alive, 479 days 250.6
                                  TCGA-ET-A25P-01A 24 years, female, asian, stage:i, alive, 559 days 250.6
                                  TCGA-H2-A26U-01A 54 years, female, white, stage:iii, alive, 517 days 249.2
                                  TCGA-DJ-A2Q0-01A 57 years, female, white, stage:ii, alive, 1045 days 249.1
                                  TCGA-DO-A1K0-01A 30 years, female, white, stage:i, alive, 655 days 248.9
                                  TCGA-EM-A4FR-01A 28 years, male, stage:i, alive, 655 days 248.6
                                  TCGA-CE-A485-01A 32 years, male, asian, stage:i, alive, 385 days 247.8
                                  TCGA-EL-A3H2-01A 58 years, male, white, stage:ii, dead, 1019 days 247.5
                                  TCGA-ET-A3BN-01A 33 years, female, asian, stage:i, alive, 859 days 245.2
                                  TCGA-DJ-A4UR-01A 36 years, female, asian, stage:ii, alive, 1058 days 245.0
                                  TCGA-EL-A3CO-01A 88 years, male, white, stage:iii, dead, 2973 days 244.3
                                  TCGA-ET-A3DR-01A 42 years, female, white, stage:i, alive, 2451 days 242.9
                                  TCGA-E8-A414-01A 45 years, female, asian, stage:iii, alive, 958 days 242.3
                                  TCGA-EM-A1CT-01A 76 years, male, stage:iva, alive, 553 days 242.2
                                  TCGA-BJ-A0Z9-01A 57 years, female, white, stage:iii, alive, 1257 days 240.1
                                  TCGA-DJ-A13X-01A 51 years, female, stage:iii, alive, 253 days 239.7
                                  TCGA-BJ-A190-01A 55 years, male, white, stage:ii, alive, 626 days 239.4
                                  TCGA-BJ-A0ZC-01A 55 years, male, white, stage:i, alive, 352 days 239.4
                                  TCGA-EL-A3CZ-01A 37 years, female, white, stage:i, alive, 2418 days 238.2
                                  TCGA-EL-A4K0-01A 54 years, female, white, stage:i, alive, 944 days 237.9
                                  TCGA-EL-A3CL-01A 70 years, female, white, stage:ii, dead, 963 days 237.5
                                  TCGA-EL-A4JX-01A 31 years, female, black or african american, stage:i, alive, 1398 days 237.1
                                  TCGA-MK-A4N6-01A 35 years, male, white, stage:i, alive, 1098 days 236.6
                                  TCGA-EM-A4FK-01A 33 years, female, stage:i, alive, 649 days 236.4
                                  TCGA-EM-A1CV-01A 32 years, female, stage:i, alive, 1475 days 235.2
                                  TCGA-EM-A1YA-01A 74 years, female, stage:ii, alive, 602 days 234.5
                                  TCGA-CE-A13K-01A 30 years, female, asian, stage:i, alive, 385 days 234.0
                                  TCGA-DJ-A2PP-01A 47 years, male, stage:ii, alive, 930 days 233.7
                                  TCGA-KS-A41I-01A 47 years, female, white, stage:i, alive, 486 days 232.4
                                  TCGA-BJ-A3F0-01A 64 years, female, white, stage:i, alive, 424 days 231.9
                                  TCGA-ET-A39I-01A 83 years, female, white, stage:i, dead, 1011 days 230.3
                                  TCGA-DE-A4MB-01A 79 years, female, white, stage:iva, alive, 352 days 230.1
                                  TCGA-EM-A1CS-01A 55 years, female, stage:i, alive, 817 days 228.2
                                  TCGA-DJ-A2PR-01A 27 years, male, asian, stage:i, alive, 835 days 226.8
                                  TCGA-EM-A22J-01A 56 years, female, stage:ii, alive, 441 days 225.2
                                  TCGA-BJ-A45K-01A 33 years, male, white, stage:i, alive, 705 days 224.7
                                  TCGA-DE-A0Y2-01A 30 years, female, white, stage:i, alive, 658 days 223.8
                                  TCGA-ET-A3BV-01A 47 years, female, white, stage:iii, alive, 2294 days 218.7
                                  TCGA-FY-A4B4-01A 62 years, female, white, stage:iii, alive, 657 days 218.7
                                  TCGA-EM-A2OV-01A 64 years, female, asian, stage:ii, alive, 674 days 217.8
                                  TCGA-EM-A2CO-01A 77 years, female, stage:ii, alive, 184 days 216.8
                                  TCGA-ET-A3BX-01A 24 years, male, white, stage:i, alive, 1596 days 216.2
                                  TCGA-FY-A3I5-01B 64 years, female, white, stage:iii, alive, 238 days 215.4
                                  TCGA-BJ-A192-01A 54 years, female, white, stage:iii, alive, 1349 days 213.9
                                  TCGA-EM-A22L-01A 33 years, female, stage:i, alive, 318 days 212.2
                                  TCGA-BJ-A28V-01A 80 years, female, white, stage:iii, alive, 987 days 211.6
                                  TCGA-EM-A2CP-01A 26 years, female, stage:i, alive, 91 days 208.5
                                  TCGA-H2-A2K9-01A 25 years, male, white, stage:i, alive, 659 days 206.0
                                  TCGA-EM-A2OW-01A 37 years, female, stage:i, alive, 1227 days 195.8
                                  TCGA-DJ-A1QM-01A 42 years, male, white, stage:i, alive, 183 days 189.6
                                  TCGA-EM-A1YB-01A 73 years, female, stage:ii, alive, 592 days 183.6
                                  TCGA-DJ-A13S-01A 19 years, female, white, stage:i, alive, 265 days 170.3
                                  TCGA-FY-A3NM-01A 48 years, female, white, stage:iii, alive, 885 days 167.0
                                  TCGA-DJ-A2QB-01A 53 years, female, asian, stage:iva, alive, 1070 days 165.7
                                  TCGA-ET-A3DS-01A 33 years, female, white, stage:i, alive, 2033 days 160.2
                                  TCGA-EM-A1YD-01A 53 years, female, stage:ii, alive, 1734 days 159.7
                                  TCGA-FY-A4B0-01A 76 years, male, white, stage:i, alive, 420 days 152.6
                                  TCGA-FE-A239-01A 82 years, male, white, stage:iii, dead, 1023 days 148.6
                                  TCGA-EM-A22N-01A 68 years, female, stage:i, alive, 324 days 139.9
                                  TCGA-FY-A3WA-01A 52 years, female, white, stage:i, alive, 519 days 131.1
                                  TCGA-BJ-A0Z0-01A 55 years, male, stage:ii, alive, 419 days 118.0
                                  TCGA-DJ-A13W-01A 45 years, female, white, stage:i, alive, 1593 days 90.3
                                  Show allShow less
                                  283.8337.0400.6118.0574.30100200300400500600700
                                  283.8337.0400.6118.0574.30100200300400500600700
                                  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, 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.


                                  Antibody HPA031801
                                   Staining
                                    High
                                    Medium
                                    Low
                                    Not detected
                                   Intensity
                                    Strong
                                    Moderate
                                    Weak
                                    Negative
                                   Quantity
                                    >75%
                                    75%-25%
                                    <25%
                                    None
                                   Location
                                    Nuclear
                                    Cytoplasmic/membranous
                                    Cytoplasmic/membranous,nuclear
                                    None
                                  Click images for details

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