Disease intelligence · mutation landscape
Osteosarcoma mutation landscape
How often each gene is altered in osteosarcoma, in each sequenced cohort, over the patients on whom it could have been called. Copy number is its own row. Nothing is pooled.
Answer block
In Osteosarcoma (TARGET GDC, 2025) (137 sequenced patients, exome or genome), the most frequently altered of the 49 genes shown are MYC 35.8% (amplification), TP53 22.63%, VEGFA 18.52% (amplification), IGF1R 17.28% (amplification), KDR 11.11% (amplification). Each figure divides by the patients on whom that gene could be called.
Of the briefing's 12 curated targets, 4 are altered in under 2% of this cohort (ERBB2, CD276, PTHLH, CDK6): targets by expression, dependency or drug label, not by mutation. Frequency is not targetability, in either direction.
1 cohorts are shown and none are pooled; overlap between them has not been checked and there is no disease-wide percentage.
Evidence boundary: frequency here is a count in a named cohort. Whether an alteration is a driver, is actionable, or has a drug is the briefing's question and is not inferred from these numbers.
What is altered, by cohort
One row per alteration, not per gene: a gene that is amplified and rarely mutated (ERBB2, MYCN, EGFR) gets a row for each. Every cell divides by its own denominator — the patients in that cohort on whom that gene could be called. Copy-number rows are shown only where at least one cohort reaches 2%.
| Alteration | os_target_gdc 137 pts · exome or genome |
|---|---|
| TP53 SNV / small indel | 22.63%31/137 |
| TP53 deep deletion | 6.17%5/81 |
| RB1 SNV / small indel | 5.84%8/137 |
| RB1 deep deletion | 3.7%3/81 |
| MYC SNV / small indel | 0% |
| MYC amplification | 35.8%29/81 |
| CDK4 SNV / small indel | 0% |
| CDK4 amplification | 3.7%3/81 |
| MDM2 SNV / small indel | 0% |
| MDM2 amplification | 2.47%2/81 |
| VEGFA SNV / small indel | 0% |
| VEGFA amplification | 18.52%15/81 |
| KDR SNV / small indel | 2.19%3/137 |
| KDR amplification | 11.11%9/81 |
| ERBB2 SNV / small indel | 0% |
| IGF1R SNV / small indel | 0.73%1/137 |
| IGF1R amplification | 17.28%14/81 |
| CD276 SNV / small indel | 0% |
| PTHLH SNV / small indel | 0% |
| CDK6 SNV / small indel | 0% |
| ATRX SNV / small indel | 8.03%11/137 |
| ZFHX3 SNV / small indel | 2.92%4/137 |
| LAMA2 SNV / small indel | 2.92%4/137 |
| HECTD4 SNV / small indel | 2.92%4/137 |
| GRM5 SNV / small indel | 2.92%4/137 |
| GRM5 amplification | 3.7%3/81 |
| DNAI4 SNV / small indel | 2.92%4/137 |
| DNAI4 amplification | 11.11%9/81 |
| CMYA5 SNV / small indel | 2.92%4/137 |
| ALMS1 SNV / small indel | 2.92%4/137 |
| VWF SNV / small indel | 2.19%3/137 |
| VPS13A SNV / small indel | 2.19%3/137 |
| UNC79 SNV / small indel | 2.19%3/137 |
| UNC79 amplification | 2.47%2/81 |
| TMEM132D SNV / small indel | 2.19%3/137 |
| SIGLEC10 SNV / small indel | 2.19%3/137 |
| SETD2 SNV / small indel | 2.19%3/137 |
| PXDN SNV / small indel | 2.19%3/137 |
| PTPRH SNV / small indel | 2.19%3/137 |
| PTEN SNV / small indel | 2.19%3/137 |
| PTEN deep deletion | 2.47%2/81 |
| PKD1 SNV / small indel | 2.19%3/137 |
| PCDH15 SNV / small indel | 2.19%3/137 |
| MYH7 SNV / small indel | 2.19%3/137 |
| MYH7 amplification | 11.11%9/81 |
| MICAL3 SNV / small indel | 2.19%3/137 |
| MICAL3 amplification | 6.17%5/81 |
| MAPRE3 SNV / small indel | 2.19%3/137 |
| MAPRE3 amplification | 2.47%2/81 |
| LRRK2 SNV / small indel | 2.19%3/137 |
| LRRK2 amplification | 3.7%3/81 |
| LAMA1 SNV / small indel | 2.19%3/137 |
| LAMA1 amplification | 3.7%3/81 |
| HELZ2 SNV / small indel | 2.19%3/137 |
| FCGBP SNV / small indel | 2.19%3/137 |
| FCGBP amplification | 3.7%3/81 |
| FAT1 SNV / small indel | 2.19%3/137 |
| FAT1 amplification | 2.47%2/81 |
| DGKG SNV / small indel | 2.19%3/137 |
| DCLK2 SNV / small indel | 2.19%3/137 |
| DCLK2 amplification | 4.94%4/81 |
| CNTNAP2 SNV / small indel | 2.19%3/137 |
| CARMIL1 SNV / small indel | 2.19%3/137 |
| CARMIL1 amplification | 2.47%2/81 |
| CACNA1B SNV / small indel | 2.19%3/137 |
| ZMAT1 SNV / small indel | 1.46%2/137 |
| ZIC2 SNV / small indel | 1.46%2/137 |
| ZIC2 amplification | 6.17%5/81 |
| ZDHHC5 SNV / small indel | 1.46%2/137 |
| XPO4 SNV / small indel | 1.46%2/137 |
| WBP2NL SNV / small indel | 1.46%2/137 |
| WBP2NL amplification | 2.47%2/81 |
observed — shade scales with frequency, full at 30% assayed, none found not on this cohort's panel cohort not readable
Key findings
MYC is amplified in 29 of 81 patients in Osteosarcoma (TARGET GDC, 2025).
TP53 is mutated in 31 of 137 patients in Osteosarcoma (TARGET GDC, 2025).
VEGFA is amplified in 15 of 81 patients in Osteosarcoma (TARGET GDC, 2025).
Gene table — reference cohort
Headline values are from the reference cohort, os_target_gdc; the matrix above keeps every cohort separate. "Curated" marks a gene the disease briefing lists as a target; the rest are here because they are among the most frequently mutated genes in the reference cohort. Recurrent changes are the reference cohort's commonest protein changes.
| Gene | Why listed | Largest alteration | Altered / tested | Frequency | Without hypermutated | Cohorts observed | Range across cohorts | Recurrent changes |
|---|---|---|---|---|---|---|---|---|
| TP53 | curated target | SNV / small indel | 31 / 137 | 22.63% | — | 1 / 1 | 22.63–22.63% | R282W (n=3), X187_splice (n=2), M133K (n=2), G266R (n=2), C135W (n=2) |
| RB1 | curated target | SNV / small indel | 8 / 137 | 5.84% | — | 1 / 1 | 5.84–5.84% | L64Ffs*46 (n=1), A74Efs*4 (n=1), Y749* (n=1), L719del (n=1), K574Ifs*11 (n=1) |
| MYC | curated target | amplification | 29 / 81 | 35.8% mutation 0.0% | — | 0 / 1 | 0.0–0.0% | none recurrent |
| CDK4 | curated target | amplification | 3 / 81 | 3.7% mutation 0.0% | — | 0 / 1 | 0.0–0.0% | none recurrent |
| MDM2 | curated target | amplification | 2 / 81 | 2.47% mutation 0.0% | — | 0 / 1 | 0.0–0.0% | none recurrent |
| VEGFA | curated target | amplification | 15 / 81 | 18.52% mutation 0.0% | — | 0 / 1 | 0.0–0.0% | none recurrent |
| KDR | curated target | amplification | 9 / 81 | 11.11% mutation 2.19% | — | 1 / 1 | 2.19–2.19% | G1284A (n=1), R1066H (n=1), D1171N (n=1) |
| ERBB2 | curated target | SNV / small indel | 0 / 137 | 0.0% | — | 0 / 1 | 0.0–0.0% | none recurrent |
| IGF1R | curated target | amplification | 14 / 81 | 17.28% mutation 0.73% | — | 1 / 1 | 0.73–0.73% | R406H (n=1) |
| CD276 | curated target | amplification | 1 / 81 | 1.23% mutation 0.0% | — | 0 / 1 | 0.0–0.0% | none recurrent |
| PTHLH | curated target | SNV / small indel | 0 / 137 | 0.0% | — | 0 / 1 | 0.0–0.0% | none recurrent |
| CDK6 | curated target | amplification | 1 / 81 | 1.23% mutation 0.0% | — | 0 / 1 | 0.0–0.0% | none recurrent |
| ATRX | by frequency | SNV / small indel | 11 / 137 | 8.03% | — | 1 / 1 | 8.03–8.03% | R781* (n=1), V277D (n=1), E723Dfs*9 (n=1), H236Ifs*21 (n=1), P36A (n=1) |
| ZFHX3 | by frequency | SNV / small indel | 4 / 137 | 2.92% | — | 1 / 1 | 2.92–2.92% | D2967N (n=1), G1319V (n=1), Y1960* (n=1), V352L (n=1) |
| LAMA2 | by frequency | SNV / small indel | 4 / 137 | 2.92% | — | 1 / 1 | 2.92–2.92% | A912V (n=1), K1932E (n=1), K2874N (n=1), N1781S (n=1) |
| HECTD4 | by frequency | SNV / small indel | 4 / 137 | 2.92% | — | 1 / 1 | 2.92–2.92% | F1979Y (n=1), A1775P (n=1), L959S (n=1), Q1735H (n=1) |
| GRM5 | by frequency | amplification | 3 / 81 | 3.7% mutation 2.92% | — | 1 / 1 | 2.92–2.92% | P269T (n=1), L162P (n=1), K56T (n=1), S504C (n=1) |
| DNAI4 | by frequency | amplification | 9 / 81 | 11.11% mutation 2.92% | — | 1 / 1 | 2.92–2.92% | D672G (n=1), E198D (n=1), M1? (n=1), A444E (n=1) |
| CMYA5 | by frequency | SNV / small indel | 4 / 137 | 2.92% | — | 1 / 1 | 2.92–2.92% | G1998V (n=1), E3834V (n=1), C3516R (n=1), L1703M (n=1) |
| ALMS1 | by frequency | SNV / small indel | 4 / 137 | 2.92% | — | 1 / 1 | 2.92–2.92% | N3329K (n=1), Q2320P (n=1), R3678* (n=1), I3381S (n=1) |
| VWF | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 1 | 2.19–2.19% | C2499F (n=1), Q1769K (n=1), A62E (n=1) |
| VPS13A | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 1 | 2.19–2.19% | G1885R (n=1), E1320Q (n=1), R1297L (n=1), W1538C (n=1) |
| UNC79 | by frequency | amplification | 2 / 81 | 2.47% mutation 2.19% | — | 1 / 1 | 2.19–2.19% | L979Q (n=1), P336R (n=1), A2427T (n=1) |
| TMEM132D | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 1 | 2.19–2.19% | V299L (n=1), D902E (n=1), L906F (n=1) |
| SIGLEC10 | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 1 | 2.19–2.19% | E660D (n=1), P631Q (n=1), D240N (n=1) |
| SETD2 | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 1 | 2.19–2.19% | S551R (n=1), Q1931* (n=1), D2400N (n=1) |
| PXDN | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 1 | 2.19–2.19% | Q308* (n=1), A216V (n=1), P1295H (n=1) |
| PTPRH | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 1 | 2.19–2.19% | E548* (n=1), G177R (n=1), S710P (n=1) |
| PTEN | by frequency | deep deletion | 2 / 81 | 2.47% mutation 2.19% | — | 1 / 1 | 2.19–2.19% | H64P (n=1), T131Mfs*44 (n=1), C250Wfs*2 (n=1) |
| PKD1 | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 1 | 2.19–2.19% | R3269Q (n=1), A2918T (n=1), H2656Q (n=1) |
| PCDH15 | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 1 | 2.19–2.19% | P1879Q (n=1), I1058V (n=1), X1239_splice (n=1) |
| MYH7 | by frequency | amplification | 9 / 81 | 11.11% mutation 2.19% | — | 1 / 1 | 2.19–2.19% | V1819M (n=1), Q1654H (n=1), R858C (n=1) |
| MICAL3 | by frequency | amplification | 5 / 81 | 6.17% mutation 2.19% | — | 1 / 1 | 2.19–2.19% | K1643M (n=1), R226K (n=1), S1792I (n=1) |
| MAPRE3 | by frequency | amplification | 2 / 81 | 2.47% mutation 2.19% | — | 1 / 1 | 2.19–2.19% | C182Lfs*16 (n=3) |
| LRRK2 | by frequency | amplification | 3 / 81 | 3.7% mutation 2.19% | — | 1 / 1 | 2.19–2.19% | N1391H (n=1), S1593T (n=1), L139S (n=1) |
| LAMA1 | by frequency | amplification | 3 / 81 | 3.7% mutation 2.19% | — | 1 / 1 | 2.19–2.19% | T40S (n=2), S650N (n=1), K1738R (n=1) |
| HELZ2 | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 1 | 2.19–2.19% | P75S (n=1), R564W (n=1), A2344E (n=1) |
| FCGBP | by frequency | amplification | 3 / 81 | 3.7% mutation 2.19% | — | 1 / 1 | 2.19–2.19% | L2160P (n=1), C2693F (n=1), D1769N (n=1) |
| FAT1 | by frequency | amplification | 2 / 81 | 2.47% mutation 2.19% | — | 1 / 1 | 2.19–2.19% | F4371S (n=1), G1895A (n=1), D2622N (n=1) |
| DGKG | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 1 | 2.19–2.19% | X304_splice (n=1), A768V (n=1), V148I (n=1) |
| DCLK2 | by frequency | amplification | 4 / 81 | 4.94% mutation 2.19% | — | 1 / 1 | 2.19–2.19% | R153C (n=1), K243Q (n=1), S484* (n=1) |
| CNTNAP2 | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 1 | 2.19–2.19% | K1326N (n=1), K1059M (n=1), K750N (n=1), Q751K (n=1) |
| CARMIL1 | by frequency | amplification | 2 / 81 | 2.47% mutation 2.19% | — | 1 / 1 | 2.19–2.19% | A865S (n=1), D909Y (n=1), T434R (n=1) |
| CACNA1B | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 1 | 2.19–2.19% | Q1814* (n=1), X1650_splice (n=1), S1129P (n=1) |
| ZMAT1 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 1 | 1.46–1.46% | M342I (n=1), E93K (n=1) |
| ZIC2 | by frequency | amplification | 5 / 81 | 6.17% mutation 1.46% | — | 1 / 1 | 1.46–1.46% | G339V (n=1), Q297H (n=1) |
| ZDHHC5 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 1 | 1.46–1.46% | L154H (n=1), S484L (n=1) |
| XPO4 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 1 | 1.46–1.46% | T1124S (n=1), P444S (n=1) |
| WBP2NL | by frequency | amplification | 2 / 81 | 2.47% mutation 1.46% | — | 1 / 1 | 1.46–1.46% | P179H (n=1), Y224* (n=1) |
Cohorts
Listed in the disease profile, not searched: a name search returns the same patients under several accessions. Patients are unique patient ids in the study's sequenced sample list. Hypermutated: more than ten times the cohort's median non-silent mutations per sample, and at least 100.
| Cohort | Accession | Patients | Samples sequenced / in study | Assay | Panels (samples) | Build | Profiles read | Hypermutated patients | Median mutations / sample |
|---|---|---|---|---|---|---|---|---|---|
| Osteosarcoma (TARGET GDC, 2025) reference | os_target_gdc | 137 observed | 143 / 159 | exome or genome | WES (143) | hg38 | SNV, small indel, amplification, deep deletion | 0 | 15 |
Copy-number events
Discrete calls from each study's copy-number profile: 2 is high-level amplification, −2 deep deletion. Gains and shallow losses are not counted. Denominators are the cohort's copy-number sample list, which differs from its sequenced list. Rows at 2% or more.
| Gene | Event | Observed patients | Tested patients | Frequency | Cohort | Profile |
|---|---|---|---|---|---|---|
| MYC | amplification | 29 | 81 | 35.8% | os_target_gdc | os_target_gdc_cna |
| VEGFA | amplification | 15 | 81 | 18.52% | os_target_gdc | os_target_gdc_cna |
| IGF1R | amplification | 14 | 81 | 17.28% | os_target_gdc | os_target_gdc_cna |
| KDR | amplification | 9 | 81 | 11.11% | os_target_gdc | os_target_gdc_cna |
| DNAI4 | amplification | 9 | 81 | 11.11% | os_target_gdc | os_target_gdc_cna |
| MYH7 | amplification | 9 | 81 | 11.11% | os_target_gdc | os_target_gdc_cna |
| TP53 | deep deletion | 5 | 81 | 6.17% | os_target_gdc | os_target_gdc_cna |
| MICAL3 | amplification | 5 | 81 | 6.17% | os_target_gdc | os_target_gdc_cna |
| ZIC2 | amplification | 5 | 81 | 6.17% | os_target_gdc | os_target_gdc_cna |
| DCLK2 | amplification | 4 | 81 | 4.94% | os_target_gdc | os_target_gdc_cna |
| RB1 | deep deletion | 3 | 81 | 3.7% | os_target_gdc | os_target_gdc_cna |
| CDK4 | amplification | 3 | 81 | 3.7% | os_target_gdc | os_target_gdc_cna |
| GRM5 | amplification | 3 | 81 | 3.7% | os_target_gdc | os_target_gdc_cna |
| LRRK2 | amplification | 3 | 81 | 3.7% | os_target_gdc | os_target_gdc_cna |
| LAMA1 | amplification | 3 | 81 | 3.7% | os_target_gdc | os_target_gdc_cna |
| FCGBP | amplification | 3 | 81 | 3.7% | os_target_gdc | os_target_gdc_cna |
| MDM2 | amplification | 2 | 81 | 2.47% | os_target_gdc | os_target_gdc_cna |
| UNC79 | amplification | 2 | 81 | 2.47% | os_target_gdc | os_target_gdc_cna |
| PTEN | deep deletion | 2 | 81 | 2.47% | os_target_gdc | os_target_gdc_cna |
| MAPRE3 | amplification | 2 | 81 | 2.47% | os_target_gdc | os_target_gdc_cna |
| FAT1 | amplification | 2 | 81 | 2.47% | os_target_gdc | os_target_gdc_cna |
| CARMIL1 | amplification | 2 | 81 | 2.47% | os_target_gdc | os_target_gdc_cna |
| WBP2NL | amplification | 2 | 81 | 2.47% | os_target_gdc | os_target_gdc_cna |
Cohort-aware frequencies
Each row is calculated from unique patients in that study's sequenced sample list. The range is descriptive; no pooled estimate is shown because cross-study overlap and assay comparability have not been checked.
| Gene | Range | Per cohort (altered / tested) |
|---|---|---|
| TP53 | 22.63–22.63% | os_target_gdc: 31/137 (22.63%) |
| RB1 | 5.84–5.84% | os_target_gdc: 8/137 (5.84%) |
| MYC | 0.0–0.0% | os_target_gdc: 0/137 (0.0%) |
| CDK4 | 0.0–0.0% | os_target_gdc: 0/137 (0.0%) |
| MDM2 | 0.0–0.0% | os_target_gdc: 0/137 (0.0%) |
| VEGFA | 0.0–0.0% | os_target_gdc: 0/137 (0.0%) |
| KDR | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| ERBB2 | 0.0–0.0% | os_target_gdc: 0/137 (0.0%) |
| IGF1R | 0.73–0.73% | os_target_gdc: 1/137 (0.73%) |
| CD276 | 0.0–0.0% | os_target_gdc: 0/137 (0.0%) |
| PTHLH | 0.0–0.0% | os_target_gdc: 0/137 (0.0%) |
| CDK6 | 0.0–0.0% | os_target_gdc: 0/137 (0.0%) |
| ATRX | 8.03–8.03% | os_target_gdc: 11/137 (8.03%) |
| ZFHX3 | 2.92–2.92% | os_target_gdc: 4/137 (2.92%) |
| LAMA2 | 2.92–2.92% | os_target_gdc: 4/137 (2.92%) |
| HECTD4 | 2.92–2.92% | os_target_gdc: 4/137 (2.92%) |
| GRM5 | 2.92–2.92% | os_target_gdc: 4/137 (2.92%) |
| DNAI4 | 2.92–2.92% | os_target_gdc: 4/137 (2.92%) |
| CMYA5 | 2.92–2.92% | os_target_gdc: 4/137 (2.92%) |
| ALMS1 | 2.92–2.92% | os_target_gdc: 4/137 (2.92%) |
| VWF | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| VPS13A | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| UNC79 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| TMEM132D | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| SIGLEC10 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| SETD2 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| PXDN | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| PTPRH | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| PTEN | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| PKD1 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| PCDH15 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| MYH7 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| MICAL3 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| MAPRE3 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| LRRK2 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| LAMA1 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| HELZ2 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| FCGBP | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| FAT1 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| DGKG | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| DCLK2 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| CNTNAP2 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| CARMIL1 | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| CACNA1B | 2.19–2.19% | os_target_gdc: 3/137 (2.19%) |
| ZMAT1 | 1.46–1.46% | os_target_gdc: 2/137 (1.46%) |
| ZIC2 | 1.46–1.46% | os_target_gdc: 2/137 (1.46%) |
| ZDHHC5 | 1.46–1.46% | os_target_gdc: 2/137 (1.46%) |
| XPO4 | 1.46–1.46% | os_target_gdc: 2/137 (1.46%) |
| WBP2NL | 1.46–1.46% | os_target_gdc: 2/137 (1.46%) |
What this page does not do
Structural variants
Read the structural-variant profiles the studies carry; fusions are the defining event in several of these diseases.
Context
Stage, subtype, age and treatment line are not attached to any count; the cohorts differ on all four.
Interpretation
Activating versus inactivating, actionable versus not, and evidence level are not inferred here; the briefing's target table carries the drug and trial facts.
Limitations
- A cBioPortal public-API snapshot retrieved 2026-09-18; the page does not refresh source data at request time.
- Counts are patients with at least one non-silent call in the study's sequenced sample list; silent, intronic and UTR calls are excluded.
- For targeted-panel cohorts each gene divides by the patients whose panel carried it; a gene absent from the panel is shown as not assayed, not as zero.
- Copy-number rows use discrete calls (2 = high-level amplification, −2 = deep deletion) against the cohort's copy-number sample list, which is a different roster from the sequenced one.
- Cohorts are not pooled. Cross-study patient overlap has not been checked and no disease-wide frequency is reported.
- Structural variants and fusions are not read in this snapshot even where the study carries a profile; germline variants, mutational signatures, TMB and MSI are not reported.
- The gene set is the briefing's curated targets plus the reference cohort's most frequently mutated genes; it is not genome-wide.
How a machine should read this page
- Denominators: every frequency divides by the patients in one named cohort on whom the gene could be called; there is no disease-wide figure.
- Missing values:
not_assayed(the panel did not carry the gene),not_observed(assayed, none found) andnot_evaluable(the cohort could not be read) are three different facts and are never converted to zero. - Counting: patients, not samples; several samples from one patient count once. Non-silent calls only.
- Copy number: a separate assay with a separate roster; discrete calls at ±2 only.
- Hypermutation: flagged per cohort; the headline keeps all patients and the frequency without them is reported beside it.
- Provenance: every value carries the study id, the retrieval date and the processing version; the source is the cBioPortal public API.
Machine endpoints: full landscape · genes · cohorts · the disease's own facts: /disease/osteosarcoma.json.
Built by the BioTransfer briefings pipeline from the cBioPortal public API. The neuroblastoma page was assembled by hand and set the rules this page follows; how these are built.