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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPP1 is not prognostic in Ovary Serous Cystadenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
365.3
Number of samples
349
Samples
Sample
Description
TPM
TCGA-24-1434-01A
0 years, female, white, stage:Stage IIIC, dead, 568 days
2121.0
TCGA-20-0987-01A
0 years, female, white, stage:Stage IIIC, dead, 701 days
1863.9
TCGA-29-1695-01A
0 years, female, white, stage:Stage IIIC, dead, 1229 days
1771.3
TCGA-25-1630-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1699.4
TCGA-61-2113-01A
0 years, female, white, stage:Stage IIC, dead, 676 days
1527.6
TCGA-61-2000-01A
0 years, female, white, stage:Stage IIIC, alive, 441 days
1474.2
TCGA-24-1843-01A
0 years, female, white, stage:Stage IIIC, alive, 106 days
1430.7
TCGA-20-0991-01A
0 years, female, white, stage:Stage IIB, alive, 797 days
1430.3
TCGA-25-2401-01A
0 years, female, white, stage:Stage IIIC, dead, 90 days
1331.1
TCGA-24-1428-01A
0 years, female, white, stage:Stage IIIC, alive, 529 days
1326.6
TCGA-61-1919-01A
0 years, female, white, stage:Stage IIIC, dead, 1161 days
1255.0
TCGA-29-1690-01A
0 years, female, white, stage:Stage IIIC, dead, 1448 days
1231.8
TCGA-13-0883-01A
0 years, female, white, stage:Stage IIIC, dead, 2097 days
1222.4
TCGA-24-1546-01A
0 years, female, white, stage:Stage IIIC, dead, 1955 days
1168.0
TCGA-04-1648-01A
0 years, female, white, stage:Stage IIIC, dead, 871 days
1163.1
TCGA-31-1946-01A
0 years, female, stage:Stage IIIC, alive, 918 days
1156.5
TCGA-24-1550-01A
0 years, female, white, stage:Stage IIIC, dead, 1249 days
1141.4
TCGA-29-1688-01A
0 years, female, white, stage:Stage IIIC, dead, 2400 days
1048.1
TCGA-25-1320-01A
0 years, female, white, stage:Stage IIIC, dead, 1155 days
1039.3
TCGA-30-1891-01A
0 years, female, white, stage:Stage IIIC, dead, 914 days
1019.5
TCGA-31-1951-01A
0 years, female, white, stage:Stage IIIC, alive, 684 days
976.6
TCGA-09-0366-01A
0 years, female, white, stage:Stage IIIC, dead, 1757 days
962.8
TCGA-25-2399-01A
0 years, female, white, stage:Stage IIIC, dead, 608 days
952.6
TCGA-24-1551-01A
0 years, female, white, stage:Stage IIIC, dead, 1579 days
927.3
TCGA-24-2289-01A
0 years, female, white, stage:Stage IV, dead, 2049 days
926.0
TCGA-24-1842-01A
0 years, female, white, stage:Stage IIIC, alive, 253 days
906.4
TCGA-25-1623-01A
0 years, female, white, stage:Stage IV, dead, 565 days
903.8
TCGA-31-1956-01A
0 years, female, white, stage:Stage IIIB, alive, 1342 days
891.6
TCGA-31-1959-01A
0 years, female, white, stage:Stage IV, alive, 67 days
890.4
TCGA-24-1563-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 1451 days
880.7
TCGA-61-1737-01A
0 years, female, white, stage:Stage IV, alive, 1364 days
877.3
TCGA-24-1847-01A
0 years, female, white, stage:Stage IV, alive, 343 days
875.3
TCGA-25-1322-01A
0 years, female, white, stage:Stage IV, dead, 91 days
870.6
TCGA-24-1850-01A
0 years, female, white, stage:Stage IIIC, alive, 168 days
869.6
TCGA-13-1507-01A
0 years, female, white, stage:Stage IIIC, dead, 1993 days
869.0
TCGA-61-2003-01A
0 years, female, white, stage:Stage IIIC, alive, 122 days
859.8
TCGA-61-2002-01A
0 years, female, white, stage:Stage IIIC, alive, 547 days
854.6
TCGA-61-1998-01A
0 years, female, white, stage:Stage IIIC, alive, 168 days
852.5
TCGA-25-2392-01A
0 years, female, white, stage:Stage IV, dead, 31 days
836.3
TCGA-36-1577-01A
0 years, female, asian, stage:Stage IIC, alive, 783 days
832.4
TCGA-61-2097-01A
0 years, female, white, stage:Stage IIC, alive, 1844 days
800.2
TCGA-24-1930-01A
0 years, female, white, stage:Stage IIIC, dead, 2467 days
785.5
TCGA-13-1411-01A
0 years, female, white, stage:Stage IIIC, dead, 531 days
785.1
TCGA-61-2012-01A
0 years, female, white, stage:Stage IIC, alive, 932 days
758.2
TCGA-25-1329-01A
0 years, female, white, stage:Stage IIIC, dead, 457 days
756.4
TCGA-24-2290-01A
0 years, female, white, stage:Stage IIIC, dead, 1102 days
751.2
TCGA-36-1574-01A
0 years, female, asian, stage:Stage IIIC, alive, 686 days
734.7
TCGA-24-2261-01A
0 years, female, white, stage:Stage IIIC, dead, 24 days
710.8
TCGA-61-1738-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 1089 days
703.5
TCGA-09-1666-01A
0 years, female, white, stage:Stage IIIC, alive, 1752 days
702.4
TCGA-25-1635-01A
0 years, female, white, stage:Stage IIIC, dead, 1583 days
701.6
TCGA-25-1626-01A
0 years, female, white, stage:Stage IIIC, dead, 518 days
695.4
TCGA-29-1783-01A
0 years, female, white, stage:Stage IIIC, alive, 220 days
689.5
TCGA-31-1953-01A
0 years, female, asian, stage:Stage IIIC, alive, 204 days
679.3
TCGA-25-1633-01A
0 years, female, white, stage:Stage IIIC, dead, 1891 days
673.7
TCGA-25-1326-01A
0 years, female, white, stage:Stage IIIC, dead, 1249 days
667.5
TCGA-13-1512-01A
0 years, female, white, stage:Stage IIIC, alive, 442 days
666.6
TCGA-59-2354-01A
0 years, female, white, stage:Stage IIIC, dead, 1046 days
661.1
TCGA-61-1918-01A
0 years, female, white, stage:Stage IV, dead, 479 days
658.0
TCGA-24-1846-01A
0 years, female, stage:Stage IIIC, alive, 133 days
642.2
TCGA-31-1944-01A
0 years, female, white, stage:Stage IIIC, alive, 1386 days
641.1
TCGA-24-1557-01A
0 years, female, white, stage:Stage IIIC, dead, 1213 days
640.6
TCGA-29-1784-01A
0 years, female, white, stage:Stage IIIC, alive, 163 days
631.5
TCGA-29-1768-01A
0 years, female, white, stage:Stage IV, dead, 952 days
631.5
TCGA-24-1422-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 23 days
626.5
TCGA-24-2254-01A
0 years, female, white, stage:Stage IIIC, dead, 1736 days
618.6
TCGA-29-1777-01A
0 years, female, white, stage:Stage IIIC, alive, 374 days
614.2
TCGA-24-2267-01A
0 years, female, white, stage:Stage IIB, dead, 1446 days
607.3
TCGA-13-0911-01A
0 years, female, white, stage:Stage IV, dead, 1355 days
604.4
TCGA-29-1761-01A
0 years, female, asian, stage:Stage IIIC, dead, 528 days
600.3
TCGA-57-1993-01A
0 years, female, white, stage:Stage IIIC, alive, 763 days
595.6
TCGA-13-1485-01A
0 years, female, white, stage:Stage IV, dead, 629 days
594.3
TCGA-29-2427-01A
0 years, female, white, stage:Stage IIIC, alive, 1900 days
591.9
TCGA-57-1585-01A
0 years, female, white, stage:Stage IIIC, dead, 53 days
591.2
TCGA-29-1770-01A
0 years, female, white, stage:Stage IIIC, alive, 741 days
574.9
TCGA-24-1417-01A
0 years, female, white, stage:Stage IV, alive, 238 days
565.1
TCGA-23-1027-01A
0 years, female, white, stage:Stage IIIC, dead, 976 days
558.1
TCGA-25-1628-01A
0 years, female, white, stage:Stage IIIC, dead, 627 days
551.0
TCGA-59-2350-01A
0 years, female, stage:Stage IV, dead, 679 days
535.1
TCGA-25-2404-01A
0 years, female, american indian or alaska native, stage:Stage IIIC, dead, 883 days
525.1
TCGA-24-1549-01A
0 years, female, white, stage:Stage IIIB, dead, 1721 days
521.0
TCGA-24-1924-01A
0 years, female, white, stage:Stage IIIC, dead, 919 days
520.2
TCGA-24-1552-01A
0 years, female, white, stage:Stage IIIC, dead, 1259 days
518.1
TCGA-29-1696-01A
0 years, female, white, stage:Stage IIIC, dead, 1032 days
515.3
TCGA-29-1705-01A
0 years, female, white, stage:Stage IIIC, dead, 555 days
503.3
TCGA-61-1914-01A
0 years, female, stage:Stage IIIC, alive, 1722 days
495.8
TCGA-24-1427-01A
0 years, female, stage:Stage IIIC, alive, 147 days
494.5
TCGA-24-2293-01A
0 years, female, white, stage:'--, dead, 506 days
489.9
TCGA-36-1580-01A
0 years, female, stage:Stage IIIC, dead, 737 days
489.8
TCGA-09-1662-01A
0 years, female, white, stage:Stage IV, dead, 2717 days
489.5
TCGA-29-1693-01A
0 years, female, white, stage:Stage IIIC, alive, 3096 days
487.8
TCGA-24-2033-01A
0 years, female, white, stage:Stage IIIC, dead, 562 days
484.0
TCGA-61-1995-01A
0 years, female, white, stage:Stage IIIC, alive, 61 days
476.2
TCGA-20-1682-01A
0 years, female, white, stage:Stage IIIC, alive, 837 days
473.7
TCGA-61-2109-01A
0 years, female, white, stage:Stage IIIC, dead, 629 days
467.1
TCGA-24-1425-01A
0 years, female, white, stage:Stage IIIC, alive, 181 days
466.5
TCGA-61-1725-01A
0 years, female, white, stage:Stage IIIC, alive, 956 days
462.8
TCGA-29-1785-01A
0 years, female, white, stage:Stage IIIC, dead, 1104 days
461.8
TCGA-61-1724-01A
0 years, female, white, stage:Stage IIIC, dead, 637 days
461.4
TCGA-30-1860-01A
0 years, female, white, stage:Stage IIIC, dead, 1366 days
457.4
TCGA-25-1319-01A
0 years, female, white, stage:Stage IIIC, dead, 1977 days
456.2
TCGA-24-2281-01A
0 years, female, white, stage:Stage IIA, alive, 1357 days
451.7
TCGA-09-2051-01A
0 years, female, white, stage:Stage IIIC, alive, 1919 days
442.2
TCGA-29-A5NZ-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 1088 days
439.5
TCGA-13-0897-01A
0 years, female, white, stage:Stage IIIC, dead, 2182 days
436.1
TCGA-59-2351-01A
0 years, female, white, stage:Stage IIIC, alive, 3532 days
433.8
TCGA-13-0765-01A
0 years, female, white, stage:Stage IIIC, dead, 1389 days
433.5
TCGA-04-1365-01A
0 years, female, white, stage:Stage IIIB, alive, 947 days
431.6
TCGA-23-2084-01A
0 years, female, white, stage:Stage IV, dead, 1516 days
430.9
TCGA-25-1313-01A
0 years, female, white, stage:Stage IV, dead, 820 days
428.7
TCGA-25-1318-01A
0 years, female, white, stage:Stage IIIC, dead, 1064 days
417.1
TCGA-25-2400-01A
0 years, female, white, stage:Stage IIIC, dead, 1278 days
413.1
TCGA-29-1694-01A
0 years, female, white, stage:Stage IIIC, dead, 1187 days
413.0
TCGA-61-2008-01A
0 years, female, asian, stage:Stage IIC, alive, 932 days
412.7
TCGA-24-2026-01A
0 years, female, white, stage:Stage IIIC, dead, 1059 days
409.5
TCGA-24-2023-01A
0 years, female, white, stage:Stage IIIA, dead, 1364 days
395.8
TCGA-30-1892-01A
0 years, female, white, stage:Stage IIIC, dead, 1484 days
389.3
TCGA-29-1766-01A
0 years, female, white, stage:Stage IIIC, dead, 1199 days
381.5
TCGA-36-1569-01A
0 years, female, white, stage:Stage IIIC, alive, 885 days
375.5
TCGA-25-1627-01A
0 years, female, white, stage:Stage IIIC, dead, 394 days
375.4
TCGA-23-1116-01A
0 years, female, white, stage:Stage IIIC, dead, 592 days
371.9
TCGA-25-2398-01A
0 years, female, white, stage:Stage IIIC, dead, 1369 days
368.0
TCGA-09-1673-01A
0 years, female, white, stage:Stage IV, alive, 92 days
360.1
TCGA-13-0768-01A
0 years, female, white, stage:Stage IIIC, dead, 1784 days
357.1
TCGA-29-1781-01A
0 years, female, white, stage:Stage IIIC, alive, 255 days
352.4
TCGA-24-1562-01A
0 years, female, white, stage:Stage IIIC, dead, 1384 days
352.4
TCGA-61-1907-01A
0 years, female, white, stage:Stage IIIC, alive, 952 days
350.5
TCGA-13-0795-01A
0 years, female, white, stage:Stage IIIC, dead, 619 days
349.9
TCGA-59-2352-01A
0 years, female, white, stage:Stage IIIC, dead, 286 days
347.9
TCGA-24-2288-01A
0 years, female, white, stage:Stage IIIC, dead, 25 days
345.4
TCGA-24-1845-01A
0 years, female, white, stage:Stage IIIC, alive, 116 days
341.3
TCGA-36-1581-01A
0 years, female, white, stage:Stage IIC, alive, 751 days
339.8
TCGA-25-1631-01A
0 years, female, white, stage:Stage IIIC, dead, 9 days
324.5
TCGA-25-1328-01A
0 years, female, white, stage:Stage IIIC, dead, 2009 days
317.4
TCGA-24-1553-01A
0 years, female, white, stage:Stage IIIB, dead, 1767 days
317.1
TCGA-24-2024-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 1769 days
315.1
TCGA-61-2101-01A
0 years, female, white, stage:Stage IIIC, dead, 1688 days
309.0
TCGA-61-1910-01A
0 years, female, white, stage:Stage IIC, alive, 1127 days
308.7
TCGA-25-2409-01A
0 years, female, white, stage:Stage IV, dead, 821 days
308.1
TCGA-23-2077-01A
0 years, female, white, stage:Stage IIIC, alive, 3525 days
306.8
TCGA-24-1558-01A
0 years, female, white, stage:Stage IIIC, dead, 594 days
299.8
TCGA-24-1416-01A
0 years, female, white, stage:Stage IV, alive, 194 days
297.0
TCGA-13-1483-01A
0 years, female, white, stage:Stage IIIC, dead, 895 days
296.3
TCGA-20-1683-01A
0 years, female, white, stage:Stage IIIC, alive, 772 days
295.8
TCGA-24-1603-01A
0 years, female, white, stage:Stage IIIB, dead, 2742 days
294.1
TCGA-29-2428-01A
0 years, female, white, stage:Stage IIIC, alive, 1372 days
292.5
TCGA-36-1576-01A
0 years, female, stage:Stage IIIC, alive, 915 days
291.1
TCGA-24-1928-01A
0 years, female, white, stage:Stage IIIC, dead, 336 days
289.3
TCGA-29-1691-01A
0 years, female, white, stage:Stage IIIC, dead, 1470 days
288.6
TCGA-23-1119-01A
0 years, female, white, stage:Stage IIIC, alive, 3953 days
288.3
TCGA-29-1701-01A
0 years, female, white, stage:Stage IIIC, dead, 515 days
282.4
TCGA-30-1718-01A
0 years, female, white, stage:Stage IIIC, dead, 1579 days
281.3
TCGA-29-2425-01A
0 years, female, white, stage:Stage IIIC, alive, 1977 days
280.3
TCGA-23-1120-01A
0 years, female, white, stage:Stage IIIC, alive, 130 days
279.3
TCGA-24-1418-01A
0 years, female, white, stage:Stage IIIC, alive, 243 days
277.3
TCGA-57-1994-01A
0 years, female, white, stage:'--, alive, 761 days
274.7
TCGA-30-1714-01A
0 years, female, white, stage:Stage IV, dead, 1158 days
274.7
TCGA-61-1728-01A
0 years, female, white, stage:Stage IV, alive, 848 days
272.1
TCGA-23-1122-01A
0 years, female, white, stage:Stage IIIC, dead, 1189 days
271.5
TCGA-25-2393-01A
0 years, female, white, stage:Stage IIIC, dead, 1157 days
270.7
TCGA-13-1506-01A
0 years, female, white, stage:Stage IIIC, dead, 1039 days
269.6
TCGA-09-0367-01A
0 years, female, native hawaiian or other pacific islander, stage:Stage IIIC, dead, 547 days
268.8
TCGA-24-1435-01A
0 years, female, white, stage:Stage IIIC, dead, 1324 days
264.3
TCGA-04-1530-01A
0 years, female, white, stage:Stage IIIC, dead, 3622 days
263.7
TCGA-13-1511-01A
0 years, female, asian, stage:Stage IV, dead, 1650 days
263.5
TCGA-29-1769-01A
0 years, female, white, stage:Stage IIIC, alive, 699 days
262.9
TCGA-61-2009-01A
0 years, female, white, stage:Stage IIIC, alive, 1212 days
260.2
TCGA-61-1741-01A
0 years, female, white, stage:Stage IIIB, dead, 1024 days
259.8
TCGA-57-1582-01A
0 years, female, white, stage:Stage IIIC, dead, 731 days
259.6
TCGA-61-1733-01A
0 years, female, white, stage:Stage IIIC, alive, 967 days
257.2
TCGA-29-1762-01A
0 years, female, white, stage:Stage IV, dead, 2634 days
256.6
TCGA-61-2104-01A
0 years, female, white, stage:Stage IIC, alive, 2338 days
255.6
TCGA-09-1670-01A
0 years, female, white, stage:Stage IIIA, alive, 547 days
254.6
TCGA-13-0924-01A
0 years, female, white, stage:Stage IV, alive, 2614 days
254.2
TCGA-25-1323-01A
0 years, female, white, stage:Stage IIIC, dead, 395 days
254.0
TCGA-59-2355-01A
0 years, female, white, stage:Stage IV, dead, 65 days
249.4
TCGA-13-0886-01A
0 years, female, white, stage:Stage IIIC, alive, 4665 days
249.2
TCGA-24-1413-01A
0 years, female, white, stage:Stage IIIC, alive, 192 days
248.2
TCGA-04-1356-01A
0 years, female, white, stage:Stage IIC, dead, 1499 days
246.4
TCGA-25-2042-01A
0 years, female, american indian or alaska native, stage:Stage IIIC, dead, 396 days
242.2
TCGA-13-1498-01A
0 years, female, white, stage:Stage IIIC, dead, 2012 days
240.9
TCGA-29-1703-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 1815 days
238.5
TCGA-25-1312-01A
0 years, female, white, stage:Stage IV, dead, 31 days
233.9
TCGA-24-1105-01A
0 years, female, white, stage:Stage IIIC, dead, 1442 days
230.2
TCGA-59-2363-01A
0 years, female, asian, stage:Stage IIIA, alive, 165 days
229.9
TCGA-10-0937-01A
0 years, female, white, stage:Stage IIIC, dead, 608 days
229.2
TCGA-13-1410-01A
0 years, female, white, stage:Stage IV, alive, 2464 days
229.0
TCGA-31-1950-01A
0 years, female, white, stage:Stage IIIC, alive, 571 days
225.6
TCGA-57-1583-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 346 days
224.1
TCGA-59-A5PD-01A
0 years, female, black or african american, stage:Stage IC, dead, 624 days
223.8
TCGA-30-1857-01A
0 years, female, white, stage:Stage IV, dead, 8 days
221.9
TCGA-24-1431-01A
0 years, female, white, stage:Stage IIIC, dead, 583 days
220.3
TCGA-59-2348-01A
0 years, female, white, stage:Stage IIIC, alive, 5481 days
217.8
TCGA-24-1560-01A
0 years, female, white, stage:Stage IIIC, dead, 1341 days
217.3
TCGA-29-1711-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1053 days
214.9
TCGA-24-1469-01A
0 years, female, white, stage:Stage IIIC, alive, 277 days
211.9
TCGA-04-1536-01A
0 years, female, black or african american, stage:Stage IV, dead, 885 days
211.7
TCGA-13-0804-01A
0 years, female, white, stage:Stage IIIC, dead, 1073 days
211.1
TCGA-25-1321-01A
0 years, female, white, stage:Stage IIIC, dead, 1033 days
208.1
TCGA-24-1424-01A
0 years, female, white, stage:Stage IIIC, alive, 183 days
206.3
TCGA-29-1776-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 360 days
205.6
TCGA-13-1497-01A
0 years, female, white, stage:Stage IIIC, alive, 3871 days
204.4
TCGA-24-1544-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 820 days
204.1
TCGA-23-1118-01A
0 years, female, white, stage:Stage IIIC, alive, 2616 days
202.5
TCGA-24-2298-01A
0 years, female, white, stage:Stage IIIC, dead, 1620 days
201.5
TCGA-61-2110-01A
0 years, female, white, stage:Stage IIIC, dead, 1354 days
201.1
TCGA-24-1616-01A
0 years, female, white, stage:Stage IIIC, dead, 1163 days
198.7
TCGA-13-0726-01A
0 years, female, white, stage:Stage IIIC, dead, 949 days
192.7
TCGA-04-1343-01A
0 years, female, white, stage:Stage IV, dead, 361 days
192.5
TCGA-09-1669-01A
0 years, female, white, stage:Stage IIIA, alive, 928 days
186.8
TCGA-61-2111-01A
0 years, female, white, stage:Stage IV, alive, 3825 days
186.1
TCGA-13-1405-01A
0 years, female, white, stage:Stage IV, dead, 868 days
183.8
TCGA-24-1604-01A
0 years, female, white, stage:Stage IIIC, dead, 2688 days
183.1
TCGA-13-0887-01A
0 years, female, white, stage:Stage IIIC, dead, 2028 days
182.8
TCGA-04-1651-01A
0 years, female, white, stage:Stage IIIC, dead, 1102 days
181.2
TCGA-5X-AA5U-01A
0 years, female, black or african american, stage:Stage IIC, alive, 361 days
180.5
TCGA-23-1107-01A
0 years, female, white, stage:Stage IV, dead, 9 days
179.0
TCGA-24-1426-01A
0 years, female, white, stage:Stage IIIC, alive, 163 days
176.3
TCGA-24-1474-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 676 days
174.2
TCGA-13-0766-01A
0 years, female, white, stage:Stage IIIC, dead, 1725 days
172.1
TCGA-24-1423-01A
0 years, female, white, stage:Stage IIIC, alive, 190 days
171.5
TCGA-04-1338-01A
0 years, female, white, stage:Stage IIIC, alive, 1418 days
170.7
TCGA-23-1113-01A
0 years, female, white, stage:Stage IV, dead, 949 days
168.5
TCGA-23-1809-01A
0 years, female, white, stage:Stage IIC, alive, 16 days
167.3
TCGA-13-1496-01A
0 years, female, white, stage:Stage IIIC, dead, 129 days
167.1
TCGA-24-0968-01A
0 years, female, white, stage:Stage IIIC, dead, 598 days
166.7
TCGA-24-1104-01A
0 years, female, white, stage:Stage IV, dead, 1933 days
163.7
TCGA-29-1763-01A
0 years, female, black or african american, stage:Stage IIC, alive, 2032 days
163.5
TCGA-13-0725-01A
0 years, female, white, stage:Stage IIIC, dead, 377 days
162.6
TCGA-29-2414-01A
0 years, female, white, stage:Stage IIIC, dead, 2621 days
162.6
TCGA-30-1862-01A
0 years, female, white, stage:Stage IV, dead, 186 days
162.5
TCGA-13-0797-01A
0 years, female, white, stage:Stage IIIC, alive, 2121 days
162.5
TCGA-25-1317-01A
0 years, female, white, stage:Stage IIIC, dead, 61 days
160.7
TCGA-13-0730-01A
0 years, female, white, stage:Stage IIIC, dead, 542 days
160.2
TCGA-23-1023-01A
0 years, female, white, stage:Stage IIIC, alive, 1233 days
157.0
TCGA-13-0727-01A
0 years, female, white, stage:Stage IIIC, dead, 462 days
155.7
TCGA-24-1567-01A
0 years, female, white, stage:Stage IIIB, dead, 524 days
155.1
TCGA-20-1687-01A
0 years, female, white, stage:Stage IV, alive, 81 days
155.0
TCGA-29-1778-01A
0 years, female, white, stage:Stage IIIC, alive, 454 days
154.9
TCGA-13-0906-01A
0 years, female, white, stage:Stage IIIC, alive, 3619 days
154.2
TCGA-23-2078-01A
0 years, female, white, stage:Stage IIIC, alive, 2661 days
152.2
TCGA-24-2036-01A
0 years, female, white, stage:Stage IIIA, dead, 1947 days
151.0
TCGA-24-0979-01A
0 years, female, white, stage:Stage IV, dead, 1264 days
149.8
TCGA-13-2060-01A
0 years, female, white, stage:Stage IV, alive, 2369 days
147.9
TCGA-13-1509-01A
0 years, female, white, stage:Stage IV, alive, 2438 days
144.7
TCGA-36-1571-01A
0 years, female, white, stage:Stage IIIB, dead, 695 days
142.4
TCGA-29-1697-01A
0 years, female, white, stage:Stage IIIC, dead, 949 days
142.4
TCGA-23-1123-01A
0 years, female, white, stage:Stage IIIC, dead, 1018 days
141.3
TCGA-61-2098-01A
0 years, female, white, stage:Stage IIIC, alive, 1993 days
141.1
TCGA-57-1584-01A
0 years, female, white, stage:Stage IIIC, alive, 643 days
139.6
TCGA-04-1362-01A
0 years, female, white, stage:Stage IIC, dead, 1348 days
138.2
TCGA-36-1568-01A
0 years, female, stage:Stage IIIC, alive, 875 days
138.0
TCGA-09-2045-01A
0 years, female, asian, stage:Stage IV, dead, 1069 days
134.7
TCGA-24-1467-01A
0 years, female, white, stage:Stage IIIC, dead, 3224 days
133.4
TCGA-25-1315-01A
0 years, female, white, stage:Stage IIIC, dead, 1583 days
131.3
TCGA-13-0762-01A
0 years, female, white, stage:Stage IIIC, alive, 3400 days
130.8
TCGA-30-1866-01A
0 years, female, white, stage:Stage IV, dead, 1114 days
130.8
TCGA-09-0369-01A
0 years, female, white, stage:Stage IIIC, dead, 1082 days
129.6
TCGA-13-0724-01A
0 years, female, white, stage:Stage IV, dead, 83 days
127.4
TCGA-61-1911-01A
0 years, female, white, stage:Stage IIA, alive, 1293 days
127.2
TCGA-24-2271-01A
0 years, female, asian, stage:Stage IIIC, dead, 962 days
125.2
TCGA-13-1495-01A
0 years, female, white, stage:Stage IIIC, dead, 2749 days
125.1
TCGA-24-2035-01A
0 years, female, white, stage:Stage IIIC, dead, 857 days
118.5
TCGA-09-2054-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 637 days
116.6
TCGA-25-1632-01A
0 years, female, white, stage:Stage IV, dead, 1799 days
116.0
TCGA-25-1870-01A
0 years, female, white, stage:Stage IIIC, dead, 455 days
112.0
TCGA-13-1492-01A
0 years, female, white, stage:Stage IIIC, dead, 3819 days
111.6
TCGA-24-2280-01A
0 years, female, white, stage:Stage IIIC, alive, 2143 days
111.5
TCGA-13-0923-01A
0 years, female, white, stage:Stage IIIC, alive, 2547 days
110.3
TCGA-13-1499-01A
0 years, female, white, stage:Stage IIIC, alive, 3500 days
109.9
TCGA-61-1721-01A
0 years, female, white, stage:Stage IV, alive, 338 days
109.7
TCGA-13-A5FT-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2143 days
109.5
TCGA-13-1505-01A
0 years, female, white, stage:Stage IIIC, alive, 1998 days
109.4
TCGA-25-1877-01A
0 years, female, white, stage:Stage IIIC, dead, 730 days
108.6
TCGA-13-1510-01A
0 years, female, white, stage:Stage IIIC, dead, 1359 days
108.2
TCGA-10-0931-01A
0 years, female, white, stage:Stage IIIC, dead, 1000 days
104.5
TCGA-13-1403-01A
0 years, female, white, stage:Stage IIIC, dead, 2345 days
102.3
TCGA-13-0891-01A
0 years, female, white, stage:Stage IV, dead, 3128 days
101.7
TCGA-24-1430-01A
0 years, female, white, stage:Stage IIIC, dead, 863 days
101.2
TCGA-29-1774-01A
0 years, female, white, stage:Stage IIIC, alive, 527 days
101.0
TCGA-13-1404-01A
0 years, female, white, stage:Stage IIIC, alive, 2469 days
100.3
TCGA-24-2020-01A
0 years, female, white, stage:Stage IIIC, dead, 4624 days
99.7
TCGA-25-2396-01A
0 years, female, white, stage:Stage IIIC, dead, 92 days
99.2
TCGA-23-1109-01A
0 years, female, white, stage:Stage IIIC, dead, 1562 days
98.1
TCGA-57-1586-01A
0 years, female, white, stage:Stage IIIC, alive, 679 days
94.4
TCGA-24-2027-01A
0 years, female, white, stage:Stage IV, dead, 3337 days
93.4
TCGA-30-1861-01A
0 years, female, white, stage:Stage IIIC, dead, 1058 days
91.8
TCGA-24-1464-01A
0 years, female, white, stage:Stage IIIC, dead, 379 days
90.2
TCGA-24-1844-01A
0 years, female, white, stage:Stage IIIC, alive, 113 days
90.0
TCGA-04-1332-01A
0 years, female, white, stage:Stage IIIC, dead, 1247 days
85.8
TCGA-04-1361-01A
0 years, female, white, stage:Stage IIIB, alive, 989 days
84.8
TCGA-13-0720-01A
0 years, female, white, stage:Stage IIIC, dead, 1355 days
84.6
TCGA-23-1028-01A
0 years, female, white, stage:Stage IIIC, alive, 1503 days
83.2
TCGA-24-1471-01A
0 years, female, white, stage:Stage IIIC, alive, 36 days
80.2
TCGA-29-1710-01A
0 years, female, white, stage:Stage IIIC, dead, 951 days
77.7
TCGA-13-1487-01A
0 years, female, white, stage:Stage IV, dead, 681 days
76.1
TCGA-04-1331-01A
0 years, female, white, stage:Stage IIIC, dead, 1336 days
73.2
TCGA-24-2038-01A
0 years, female, white, stage:Stage IIIA, dead, 1354 days
73.1
TCGA-13-0888-01A
0 years, female, white, stage:Stage IIIC, dead, 2811 days
72.4
TCGA-04-1542-01A
0 years, female, white, stage:Stage IIIB, dead, 2561 days
71.3
TCGA-23-1111-01A
0 years, female, white, stage:Stage IIIC, alive, 98 days
71.0
TCGA-VG-A8LO-01A
0 years, female, black or african american, stage:Stage IV, dead, 24 days
70.0
TCGA-13-1489-01A
0 years, female, white, stage:Stage IIIC, dead, 2553 days
69.5
TCGA-04-1341-01A
0 years, female, white, stage:'--, alive, 33 days
69.2
TCGA-13-1408-01A
0 years, female, white, stage:Stage IIIC, dead, 1680 days
69.2
TCGA-61-2092-01A
0 years, female, white, stage:Stage IIIC, alive, 1573 days
68.9
TCGA-13-1501-01A
0 years, female, white, stage:Stage IV, dead, 1314 days
66.6
TCGA-23-1110-01A
0 years, female, white, stage:Stage IIIC, alive, 1658 days
63.5
TCGA-24-2297-01A
0 years, female, white, stage:Stage IIIC, dead, 1699 days
63.3
TCGA-23-1022-01A
0 years, female, white, stage:Stage IIIC, dead, 1511 days
60.7
TCGA-61-2088-01A
0 years, female, white, stage:Stage IIIC, alive, 145 days
59.1
TCGA-61-2102-01A
0 years, female, white, stage:Stage IIIC, dead, 197 days
57.9
TCGA-23-1030-01A
0 years, female, white, stage:Stage IIIC, alive, 886 days
57.0
TCGA-10-0928-01A
0 years, female, white, stage:Stage IIIC, dead, 563 days
56.2
TCGA-36-1570-01A
0 years, female, white, stage:Stage IIIC, alive, 655 days
55.7
TCGA-24-1103-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 1646 days
55.5
TCGA-24-1419-01A
0 years, female, white, stage:Stage IIIC, alive, 239 days
55.2
TCGA-04-1347-01A
0 years, female, white, stage:Stage IV, alive, 1919 days
54.3
TCGA-24-0982-01A
0 years, female, white, stage:Stage IIIC, dead, 679 days
52.9
TCGA-13-1477-01A
0 years, female, white, stage:Stage IV, dead, 1662 days
52.3
TCGA-04-1655-01A
0 years, female, white, stage:Stage IIIB, dead, 1380 days
51.4
TCGA-13-0714-01A
0 years, female, white, stage:Stage IV, dead, 189 days
51.0
TCGA-24-1923-01A
0 years, female, white, stage:Stage IIIC, dead, 690 days
50.8
TCGA-13-0800-01A
0 years, female, white, stage:Stage IIIC, alive, 2661 days
50.7
TCGA-13-0916-01A
0 years, female, white, stage:Stage IIIC, alive, 1785 days
50.3
TCGA-13-0920-01A
0 years, female, white, stage:Stage IIIC, dead, 1484 days
49.0
TCGA-61-1900-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 176 days
48.8
TCGA-24-0966-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 232 days
48.7
TCGA-04-1514-01A
0 years, female, white, stage:Stage IIIA, dead, 1720 days
48.5
TCGA-20-1686-01A
0 years, female, white, stage:Stage IIIC, alive, 89 days
47.4
TCGA-13-1488-01A
0 years, female, white, stage:Stage IV, dead, 2154 days
46.6
TCGA-09-2048-01A
0 years, female, white, stage:Stage IIIC, dead, 138 days
46.4
TCGA-23-1024-01A
0 years, female, white, stage:Stage IV, alive, 468 days
44.7
TCGA-13-1407-01A
0 years, female, white, stage:Stage IIIC, alive, 2534 days
43.8
TCGA-04-1350-01A
0 years, female, white, stage:Stage IIIC, dead, 1946 days
40.7
TCGA-WR-A838-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 304 days
40.0
TCGA-OY-A56Q-01A
0 years, female, black or african american, stage:Stage IIA, alive, 576 days
37.5
TCGA-24-1565-01A
0 years, female, white, stage:Stage IIIC, dead, 312 days
33.5
TCGA-30-1853-01A
0 years, female, white, stage:Stage IIIC, dead, 1103 days
29.8
TCGA-13-0885-01A
0 years, female, white, stage:Stage IIIC, alive, 3388 days
28.6
TCGA-04-1519-01A
0 years, female, stage:Stage IIIC, alive, 24 days
27.7
TCGA-13-1409-01A
0 years, female, white, stage:Stage IIIC, dead, 1742 days
27.5
TCGA-25-1316-01A
0 years, female, white, stage:Stage IIIC, dead, 1279 days
25.1
TCGA-10-0927-01A
0 years, female, stage:Stage IIIC, dead, 2490 days
24.8
TCGA-10-0933-01A
0 years, female, white, stage:Stage IIIC, dead, 446 days
24.1
TCGA-25-1634-01A
0 years, female, white, stage:Stage IIIC, dead, 1091 days
20.2
TCGA-10-0938-01A
0 years, female, white, stage:Stage IIIC, dead, 636 days
15.0
TCGA-04-1364-01A
0 years, female, white, stage:Stage IIIC, dead, 1024 days
11.8
TCGA-09-0364-01A
0 years, female, white, stage:Stage IIC, dead, 887 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPP1 is not prognostic in Ovary Serous Cystadenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
440.7
Number of samples
81
Samples
Sample
Description
TPM
DO46354
0 years, female, NA, stage:III, dead, 843 days
3289.9
DO46348
0 years, female, NA, stage:IV, dead, 287 days
2308.3
DO46327
0 years, female, NA, stage:III, dead, 184 days
1515.7
DO46374
0 years, female, NA, stage:III, dead, 1409 days
1385.7
DO46346
0 years, female, NA, stage:III, dead, 1187 days
1294.5
DO46448
0 years, female, NA, stage:III, dead, 654 days
1286.0
DO46493
0 years, female, NA, stage:IV, alive, 839 days
1252.4
DO46388
0 years, female, NA, stage:III, dead, 413 days
971.3
DO46358
0 years, female, NA, stage:III, dead, 423 days
946.7
DO46340
0 years, female, NA, stage:III, dead, 616 days
907.8
DO46325
0 years, female, NA, stage:III, dead, 477 days
816.7
DO46352
0 years, female, NA, stage:III, dead, 677 days
756.9
DO46326
0 years, female, NA, stage:III, dead, 701 days
747.6
DO46336
0 years, female, NA, stage:IV, dead, 664 days
746.8
DO46568
0 years, female, NA, stage:III, dead, 320 days
710.6
DO46360
0 years, female, NA, stage:IV, dead, 1759 days
707.8
DO46332
0 years, female, NA, stage:III, dead, 689 days
703.5
DO46528
0 years, female, NA, stage:III, alive, 6139 days
689.2
DO46538
0 years, female, NA, stage:III, dead, 1527 days
678.4
DO46508
0 years, female, NA, stage:III, dead, 2101 days
560.2
DO46364
0 years, female, NA, stage:III, dead, 806 days
534.1
DO46402
0 years, female, NA, stage:III, dead, 511 days
513.5
DO46376
0 years, female, NA, stage:III, dead, 1430 days
503.7
DO46330
0 years, female, NA, stage:III, dead, 684 days
461.7
DO46382
0 years, female, NA, stage:IV, dead, 311 days
448.4
DO46398
0 years, female, NA, stage:III, alive, 437 days
446.1
DO46362
0 years, female, NA, stage:III, dead, 1639 days
409.5
DO46334
0 years, female, NA, stage:III, dead, 496 days
405.9
DO46560
0 years, female, NA, stage:IV, dead, 286 days
371.3
DO46404
0 years, female, NA, stage:III, dead, 690 days
366.3
DO46432
0 years, female, NA, stage:III, alive, 2218 days
366.2
DO46386
0 years, female, NA, stage:III, dead, 1162 days
362.5
DO46566
0 years, female, NA, stage:III, dead, 673 days
360.1
DO46458
0 years, female, NA, stage:IV, alive, 3787 days
357.5
DO46436
0 years, female, NA, stage:III, alive, 3193 days
333.5
DO46342
0 years, female, NA, stage:III, dead, 1398 days
330.0
DO46368
0 years, female, NA, stage:III, dead, 2879 days
322.7
DO46378
0 years, female, NA, stage:III, alive, 843 days
318.0
DO46329
0 years, female, NA, stage:III, dead, 1699 days
298.0
DO46396
0 years, female, NA, stage:III, dead, 583 days
291.0
DO46606
0 years, female, NA, stage:III, alive, 804 days
289.7
DO46344
0 years, female, NA, stage:III, dead, 642 days
282.0
DO46438
0 years, female, NA, stage:IV, alive, 2227 days
273.4
DO46412
0 years, female, NA, stage:III, dead, 597 days
257.9
DO46380
0 years, female, NA, stage:III, dead, 1423 days
257.6
DO46468
0 years, female, NA, stage:III, alive, 2776 days
256.8
DO46591
0 years, female, NA, stage:III, dead, 195 days
247.3
DO46394
0 years, female, NA, stage:IV, dead, 1039 days
216.9
DO46443
0 years, female, NA, stage:III, dead, 2464 days
205.1
DO46602
0 years, female, NA, stage:III, dead, 205 days
202.9
DO46523
0 years, female, NA, stage:IV, alive, 1873 days
193.3
DO46571
0 years, female, NA, stage:III, dead, 243 days
192.1
DO46400
0 years, female, NA, stage:III, dead, 719 days
188.4
DO46588
0 years, female, NA, stage:III, dead, 438 days
165.3
DO46597
0 years, female, NA, stage:III, dead, 393 days
164.3
DO46453
0 years, female, NA, stage:III, dead, 3294 days
158.6
DO46533
0 years, female, NA, stage:III, alive, 3667 days
155.8
DO46370
0 years, female, NA, stage:III, dead, 1727 days
154.4
DO46384
0 years, female, NA, stage:III, dead, 614 days
131.7
DO46338
0 years, female, NA, stage:III, dead, 596 days
127.6
DO46513
0 years, female, NA, stage:IV, dead, 1883 days
126.7
DO46561
0 years, female, NA, stage:III, dead, 195 days
119.3
DO46586
0 years, female, NA, stage:III, dead, 1019 days
116.5
DO46350
0 years, female, NA, stage:III, dead, 886 days
108.2
DO46328
0 years, female, NA, stage:III, dead, 972 days
106.5
DO46576
0 years, female, NA, stage:III, alive, 133 days
101.6
DO46408
0 years, female, NA, stage:III, dead, 489 days
100.6
DO46546
0 years, female, NA, stage:III, dead, 1889 days
99.8
DO46372
0 years, female, NA, stage:III, dead, 1326 days
90.8
DO46581
0 years, female, NA, stage:III, dead, 408 days
85.6
DO46392
0 years, female, NA, stage:III, dead, 628 days
82.8
DO46428
0 years, female, NA, stage:IV, alive, 2644 days
64.6
DO46356
0 years, female, NA, stage:III, dead, 911 days
61.2
DO46551
0 years, female, NA, stage:III, dead, 1055 days
56.1
DO46611
0 years, female, NA, stage:III, dead, 734 days
49.8
DO46463
0 years, female, NA, stage:III, dead, 2451 days
37.5
DO46390
0 years, female, NA, stage:III, dead, 374 days
31.4
DO46366
0 years, female, NA, stage:III, dead, 2054 days
24.3
DO46331
0 years, female, NA, stage:III, dead, 612 days
21.2
DO46333
0 years, female, NA, stage:III, dead, 359 days
14.4
DO46518
0 years, female, NA, stage:III, alive, 2960 days
8.2
Show allShow less
OVARY SEROUS CYSTADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
108
Samples
Sample ID
Sample type
nRPX
627e6e36-3dca-4ee5-9755-6f3510_D2
Tumor
3.7
6319b36b-533c-4e86-8e12-80552e_D3
Tumor
2.9
49bd51fe-48a1-4828-b66e-b30c38_D2
Tumor
2.1
1c9145ad-1981-4871-aa7e-8b11de_D2
Tumor
2.1
31c15e30-21d4-4843-bd4a-9cd0d8_D2
Normal
2.0
7c7ce2d7-6c8a-424e-8e6c-d14ad1_D2
Tumor
1.5
79b60f32-6cca-4cb6-9a1e-22a3ac_D2
Tumor
1.3
4ccb249a-6722-491e-97e9-e3b4e7_D2
Tumor
1.3
3e746bea-ed68-40e6-b348-6ddf08_D2
Normal
1.2
d38f40fb-dd78-43b2-8b7b-4b6977_D2
Tumor
1.2
1a10c200-3895-4648-b951-94f99f_D2
Tumor
1.1
3fbf076a-824b-4eac-b6dc-bf5e59_D2
Normal
1.1
1de8d3d8-fc0e-4be0-8aa7-127c7b_D2
Tumor
1.1
1556af7e-c2ae-4fce-9aae-87c459_D1_D2
Normal
1.0
91b287fd-eadb-442d-abcd-20b741_D2
Tumor
1.0
3a380577-c134-47ba-a1ce-988d7c_D2
Tumor
0.9
6530147a-efe9-4df6-ac2f-03ece3_D2
Tumor
0.8
e6850782-fd2a-4c53-b682-1852fe_D2
Tumor
0.8
318d53c3-216b-4de1-a098-77d6dd_D2
Tumor
0.7
5c3971ee-87c7-4dff-b66e-f18892_D2
Tumor
0.7
c17b0ff9-9057-4848-a0cc-abb25f_D2
Tumor
0.6
a03d1103-b809-42c4-ad5c-5aff58_D2
Tumor
0.6
eb3f3494-7057-4afe-b212-e6e9a3_D2
Tumor
0.6
d4791079-c826-4fc7-9d9b-ee20ba_D2
Tumor
0.6
76e77c6b-c80e-4391-bdbb-e1dcea_D2
Tumor
0.6
21efd60f-6a31-4b98-9477-16a905_D2
Normal
0.5
0cc794c3-5bf5-4621-b238-58a0f6_D2
Tumor
0.5
2563cb02-d58a-4286-8634-7502cd_D2
Tumor
0.5
0c87932d-b6fd-4eb5-b86a-a34d07_D2
Tumor
0.5
2433b136-fc7b-4cea-b958-bc6efb_D2
Tumor
0.4
69d552be-7cb2-4bb4-b602-a27b3e_D2
Tumor
0.4
8ed739dd-ae0f-4881-971a-db3cf4_D1_D2
Normal
0.4
a65d8e76-640f-4341-a561-afbb57_D2
Normal
0.4
41d0619e-b299-42e2-ac32-29e784_D2
Tumor
0.4
256ac9f5-1e19-44b4-92fb-fef3fc_D2
Tumor
0.4
50997c44-1c8b-4d34-b535-4a6cc2_D2
Tumor
0.4
347e379b-77c0-4dd3-aa25-18c9d1_D2
Tumor
0.4
2115808b-6a0d-49bc-a8d7-b83bde_D2
Tumor
0.3
7d953d1d-84b6-4ecd-b1d7-1ed865_D2
Tumor
0.3
3946a96c-e0ae-442f-83b4-a9350e_D2
Tumor
0.3
2f901c90-617e-46da-9fac-d68369_D2
Tumor
0.3
7069e990-4a4e-4984-a66d-4d835a_D2
Tumor
0.3
558333b0-ea23-4303-9e3c-4932b1_D2
Tumor
0.3
9b90eb78-2f50-4aeb-b010-d642f9_D2
Tumor
0.2
af95e2c6-25c4-4ab8-bf06-3e15ff_D2
Tumor
0.2
bd266bdd-12e4-42cb-9c49-911bfc_D2
Tumor
0.2
fe83e13f-9754-403b-8f74-d6caf8_D2
Tumor
0.2
3490835c-c004-45ed-91f3-7c206f_D2
Tumor
0.2
340a3769-3031-41ae-bb08-a2f696_D2
Normal
0.2
092af714-b97a-457c-b0e9-8c20e8_D2
Normal
0.1
285fed94-1495-448e-879b-b55de9_D2
Tumor
0.1
9c8e78bf-b03e-4ba0-9909-5ff070_D2
Tumor
0.1
e7b656bf-3c34-4ba1-bdf3-c7eefe_D2
Tumor
0.0
d109a3c0-350e-47f5-bda0-61899c_D2
Tumor
0.0
a3a26070-fb84-406a-8280-d555e6_D2
Normal
0.0
2b4ce90c-8036-4207-ac3e-54a76f_D2
Tumor
0.0
eb0a53df-7620-4024-8d2d-051142_D2
Tumor
0.0
35a345a4-e954-4c81-ae3f-7797cd_D2
Tumor
0.0
15524912-685a-47ce-a824-567848_D2
Tumor
0.0
61f76fe6-a1c6-41b8-bdc2-2f9209_D2
Normal
0.0
1abbcb28-f221-4cd4-8c01-37b9bb_D1_D2
Normal
0.0
28d0abdb-f682-4bd3-9425-a9c508_D2
Tumor
0.0
2ed8beb2-bc63-4bad-b5fe-1916a0_D2
Tumor
-0.1
927f0958-db5a-4bc5-92b7-2a3695_D2
Tumor
-0.1
3dcf8b3c-c0c5-4dfa-9543-5d30fb_D2
Tumor
-0.1
3d3e1888-d67e-4c69-ba83-112d0f_D2
Tumor
-0.1
52c064a7-78d9-4a1a-85b4-27c6d1_D2
Tumor
-0.1
b9c1f22e-61f7-45ed-b3b4-5094c7_D2
Normal
-0.1
cfd76f9a-ce60-4ec7-8e6b-a8fc31_D3
Tumor
-0.2
62f5840e-6cd7-4200-b651-645e53_D2
Tumor
-0.2
2224c03f-b7b1-4368-887e-2b4cdf_D2
Tumor
-0.3
994f9b8e-46cb-413f-8ec8-2c2fed_D2
Normal
-0.3
8d78194e-fbef-4819-a7b5-b73ae9_D2
Tumor
-0.3
fbb41c94-aabd-49cc-90b2-882c3e_D2
Tumor
-0.3
80873a0c-1f40-4d51-bab1-3f2071_D2
Tumor
-0.3
46c73531-f531-4ec3-97fe-b39d9d_D2
Tumor
-0.3
5ea22f5e-307b-491d-801f-8b7fa6_D2
Tumor
-0.3
05387aad-2a1f-42c2-8d6f-950598_D3
Tumor
-0.3
8234f8ea-bdbd-45b0-bd0b-16f1e7_D2
Tumor
-0.3
42d860a3-8a0c-4c44-a09a-9ad8cf_D2
Tumor
-0.3
1772e913-f62e-446a-8cf3-720348_D2
Tumor
-0.4
27f3ca2d-a86f-479d-8e7e-5307c7_D2
Tumor
-0.4
51a4ce2f-4166-4c6b-a7e0-942d0a_D2
Tumor
-0.4
e3ebe010-cd31-4b5d-8fcb-b7103b_D2
Tumor
-0.4
e23eb014-69c1-460a-b9d4-9786c8_D2
Normal
-0.4
e9d416e7-f661-400a-896e-388545_D2
Tumor
-0.4
161317f3-1a39-438e-af45-cd2502_D2
Tumor
-0.4
8e17b45e-6a06-4e4e-913d-7b1edb_D2
Tumor
-0.5
74a45e5a-a35a-4c60-a4b4-f3f5ea_D2
Tumor
-0.5
9a7a86d3-bbf2-4d36-941d-c75c03_D1_D2
Tumor
-0.5
1db5574d-aca7-403c-8100-6e705f_D2
Normal
-0.6
f6c215ea-5381-4521-bb61-be8e97_D2
Tumor
-0.6
a583d3ff-8165-43e9-b764-23b7ef_D1_D2
Normal
-0.6
ce1e5dfc-2ef1-4633-af93-5ea4d9_D2
Tumor
-0.7
6e209757-a7f4-45af-b5f3-2ebc02_D2
Normal
-0.7
685ec3c2-e67a-40d3-9eb3-aa01c9_D1_D2
Normal
-0.7
9e0d47e0-f633-468b-b82b-4d752d_D2
Tumor
-0.7
2dc28da8-7ff1-4b9b-b5bd-17cc25_D2
Tumor
-0.7
7edfd606-4bee-4529-9fec-1ca7f0_D2
Normal
-0.7
51c1c79e-5a8e-4b0a-bf92-1c0cab_D2
Tumor
-0.9
08296da7-70ea-44df-8646-09f2cc_D2
Tumor
-0.9
a8853382-b726-4ce8-98d5-ca89df_D2
Tumor
-0.9
0745488e-0bfb-4d1f-8228-dedf76_D1_D2
Normal
-1.0
efc971f8-54c5-4531-a792-705ecf_D2
Tumor
-1.0
2b73e01c-347a-4dae-a71d-752aeb_D2
Normal
-1.1
10c2d629-0287-4511-ac25-f29031_D2
Tumor
-1.2
1b2ab076-c72f-4bbe-b9f9-657d24_D2
Tumor
-1.3
b22659b9-e12c-4725-a7db-a833de_D1_D2
Normal
-2.1
Show allShow less
OVARIAN 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.