Disease intelligence · mutation landscape
Acute lymphoblastic leukemia mutation landscape
How often each gene is altered in acute lymphoblastic leukemia, 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 Pediatric Acute Lymphoid Leukemia - Phase II (TARGET, 2018) (137 sequenced patients, exome or genome), the most frequently altered of the 49 genes shown are CDKN2A 39.74% (deep deletion), IKZF1 14.08% (deep deletion), PAX5 12.76% (deep deletion), NRAS 11.68%, ETV6 11.58% (deep deletion). Each figure divides by the patients on whom that gene could be called.
Of the briefing's 12 curated targets, 6 are altered in under 2% of this cohort (CD19, CD22, ABL1, NOTCH1, KMT2A, CRLF2): targets by expression, dependency or drug label, not by mutation. Frequency is not targetability, in either direction.
2 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 | all_phase2_target_2018_pub 137 pts · exome or genome | all_stjude_2015 85 pts · exome or genome |
|---|---|---|
| CD19 SNV / small indel | 0% | 0% |
| CD22 SNV / small indel | 0% | 0% |
| ABL1 SNV / small indel | 0% | 0% |
| IKZF1 SNV / small indel | 0% | 0% |
| IKZF1 deep deletion | 14.08%96/682 | · |
| CDKN2A SNV / small indel | 0.73%1/137 | 0% |
| CDKN2A deep deletion | 39.74%271/682 | · |
| NOTCH1 SNV / small indel | 0% | 0% |
| KMT2A SNV / small indel | 0% | 0% |
| ETV6 SNV / small indel | 0% | 0% |
| ETV6 deep deletion | 11.58%79/682 | · |
| PAX5 SNV / small indel | 1.46%2/137 | 3.53%3/85 |
| PAX5 deep deletion | 12.76%87/682 | · |
| CRLF2 SNV / small indel | 0% | 0% |
| JAK2 SNV / small indel | 3.65%5/137 | 0% |
| TP53 SNV / small indel | 4.38%6/137 | 2.35%2/85 |
| NRAS SNV / small indel | 11.68%16/137 | 9.41%8/85 |
| KRAS SNV / small indel | 5.84%8/137 | 12.94%11/85 |
| KRAS deep deletion | 2.05%14/682 | · |
| PTPN11 SNV / small indel | 4.38%6/137 | 0% |
| CREBBP SNV / small indel | 4.38%6/137 | 1.18%1/85 |
| NSD2 SNV / small indel | 3.65%5/137 | 1.18%1/85 |
| NSD2 deep deletion | 2.35%16/682 | · |
| FLT3 SNV / small indel | 3.65%5/137 | 5.88%5/85 |
| NOTCH2 SNV / small indel | 2.92%4/137 | 0% |
| CDK11A SNV / small indel | 2.92%4/137 | 0% |
| CDK11A deep deletion | 2.05%14/682 | · |
| TAS2R19 SNV / small indel | 2.19%3/137 | 0% |
| TAS2R19 deep deletion | 4.69%32/682 | · |
| QRICH2 SNV / small indel | 2.19%3/137 | 0% |
| OVGP1 SNV / small indel | 2.19%3/137 | 0% |
| KMT2D SNV / small indel | 2.19%3/137 | 0% |
| HLA-C SNV / small indel | 2.19%3/137 | 0% |
| UBR4 SNV / small indel | 1.46%2/137 | 0% |
| TBL3 SNV / small indel | 1.46%2/137 | 0% |
| TAS2R31 SNV / small indel | 1.46%2/137 | 0% |
| TAS2R31 deep deletion | 4.69%32/682 | · |
| SYNJ1 SNV / small indel | 1.46%2/137 | 0% |
| SYNJ1 amplification | 2.05%14/682 | · |
| SUPT6H SNV / small indel | 1.46%2/137 | 0% |
| SLX9 SNV / small indel | 1.46%2/137 | 0% |
| SLX9 amplification | 2.05%14/682 | · |
| SLC1A5 SNV / small indel | 1.46%2/137 | 0% |
| SETD2 SNV / small indel | 1.46%2/137 | 0% |
| SETD2 deep deletion | 2.49%17/682 | · |
| RBM19 SNV / small indel | 1.46%2/137 | 0% |
| PHF6 SNV / small indel | 1.46%2/137 | 0% |
| PCNT SNV / small indel | 1.46%2/137 | 0% |
| PCDHB4 SNV / small indel | 1.46%2/137 | 0% |
| NUDCD1 SNV / small indel | 1.46%2/137 | 0% |
| MRPL9 SNV / small indel | 1.46%2/137 | 0% |
| MDGA2 SNV / small indel | 1.46%2/137 | 0% |
| JAK1 SNV / small indel | 1.46%2/137 | 0% |
| HSD17B4 SNV / small indel | 1.46%2/137 | 0% |
| HLA-DRB1 SNV / small indel | 1.46%2/137 | 0% |
| HLA-DRB1 amplification | 5.43%37/682 | · |
| HLA-DRB1 deep deletion | 8.36%57/682 | · |
| HDHD5 SNV / small indel | 1.46%2/137 | 0% |
| GNB1 SNV / small indel | 1.46%2/137 | 0% |
| GCNA SNV / small indel | 1.46%2/137 | 0% |
| FURIN SNV / small indel | 1.46%2/137 | 0% |
| FHL3 SNV / small indel | 1.46%2/137 | 0% |
| FCGBP SNV / small indel | 1.46%2/137 | 0% |
observed — shade scales with frequency, full at 30% assayed, none found not on this cohort's panel cohort not readable
Key findings
CDKN2A is deleted in 271 of 682 patients in Pediatric Acute Lymphoid Leukemia - Phase II (TARGET, 2018).
IKZF1 is deleted in 96 of 682 patients in Pediatric Acute Lymphoid Leukemia - Phase II (TARGET, 2018).
PAX5 is deleted in 87 of 682 patients in Pediatric Acute Lymphoid Leukemia - Phase II (TARGET, 2018).
Gene table — reference cohort
Headline values are from the reference cohort, all_phase2_target_2018_pub; 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 |
|---|---|---|---|---|---|---|---|---|
| CD19 | curated target | amplification | 1 / 682 | 0.15% mutation 0.0% | — | 0 / 2 | 0.0–0.0% | none recurrent |
| CD22 | curated target | deep deletion | 5 / 682 | 0.73% mutation 0.0% | — | 0 / 2 | 0.0–0.0% | none recurrent |
| ABL1 | curated target | deep deletion | 7 / 682 | 1.03% mutation 0.0% | — | 0 / 2 | 0.0–0.0% | none recurrent |
| IKZF1 | curated target | deep deletion | 96 / 682 | 14.08% mutation 0.0% | — | 0 / 2 | 0.0–0.0% | none recurrent |
| CDKN2A | curated target | deep deletion | 271 / 682 | 39.74% mutation 0.73% | — | 1 / 2 | 0.0–0.73% | X51_splice (n=1) |
| NOTCH1 | curated target | amplification | 12 / 682 | 1.76% mutation 0.0% | — | 0 / 2 | 0.0–0.0% | none recurrent |
| KMT2A | curated target | SNV / small indel | 0 / 137 | 0.0% | — | 0 / 2 | 0.0–0.0% | none recurrent |
| ETV6 | curated target | deep deletion | 79 / 682 | 11.58% mutation 0.0% | — | 0 / 2 | 0.0–0.0% | none recurrent |
| PAX5 | curated target | deep deletion | 87 / 682 | 12.76% mutation 1.46% | — | 2 / 2 | 1.46–3.53% | V26G (n=1), I41T (n=1) |
| CRLF2 | curated target | SNV / small indel | 0 / 137 | 0.0% | — | 0 / 2 | 0.0–0.0% | none recurrent |
| JAK2 | curated target | SNV / small indel | 5 / 137 | 3.65% | — | 1 / 2 | 0.0–3.65% | R683S (n=3), D873N (n=2), R683G (n=1) |
| TP53 | curated target | SNV / small indel | 6 / 137 | 4.38% | — | 2 / 2 | 2.35–4.38% | R248Q (n=2), G245S (n=1), R158C (n=1), C176Y (n=1), R273P (n=1) |
| NRAS | by frequency | SNV / small indel | 16 / 137 | 11.68% | — | 2 / 2 | 9.41–11.68% | G12D (n=6), G12A (n=4), G13D (n=2), Q61P (n=1), G12S (n=1) |
| KRAS | by frequency | SNV / small indel | 8 / 137 | 5.84% | — | 2 / 2 | 5.84–12.94% | G12D (n=4), G13D (n=2), G12S (n=1), G12V (n=1) |
| PTPN11 | by frequency | SNV / small indel | 6 / 137 | 4.38% | — | 1 / 2 | 0.0–4.38% | G60V (n=1), A72T (n=1), E69K (n=1), S502P (n=1), D61N (n=1) |
| CREBBP | by frequency | SNV / small indel | 6 / 137 | 4.38% | — | 2 / 2 | 1.18–4.38% | R1446C (n=3), R1446H (n=1), P1494A (n=1), R1360* (n=1) |
| NSD2 | by frequency | SNV / small indel | 5 / 137 | 3.65% | — | 2 / 2 | 1.18–3.65% | E1099K (n=5) |
| FLT3 | by frequency | SNV / small indel | 5 / 137 | 3.65% | — | 2 / 2 | 3.65–5.88% | Q580P (n=1), D835V (n=1), L576P (n=1), M837T (n=1), Y842C (n=1) |
| NOTCH2 | by frequency | SNV / small indel | 4 / 137 | 2.92% | — | 1 / 2 | 0.0–2.92% | A21T (n=4) |
| CDK11A | by frequency | SNV / small indel | 4 / 137 | 2.92% | — | 1 / 2 | 0.0–2.92% | H112R (n=2), V97A (n=2), C109R (n=1) |
| TAS2R19 | by frequency | deep deletion | 32 / 682 | 4.69% mutation 2.19% | — | 1 / 2 | 0.0–2.19% | F290S (n=2), G282R (n=2) |
| QRICH2 | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 2 | 0.0–2.19% | I630_G639del (n=1), G724V (n=1), W456R (n=1) |
| OVGP1 | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 2 | 0.0–2.19% | S511P (n=3), Y514H (n=1) |
| KMT2D | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 2 | 0.0–2.19% | K287Dfs*2 (n=1), R5432W (n=1), Q170Afs*49 (n=1) |
| HLA-C | by frequency | SNV / small indel | 3 / 137 | 2.19% | — | 1 / 2 | 0.0–2.19% | R121W (n=3) |
| UBR4 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | S1622* (n=1), S4117P (n=1) |
| TBL3 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | E294Q (n=2) |
| TAS2R31 | by frequency | deep deletion | 32 / 682 | 4.69% mutation 1.46% | — | 1 / 2 | 0.0–1.46% | L98P (n=2) |
| SYNJ1 | by frequency | amplification | 14 / 682 | 2.05% mutation 1.46% | — | 1 / 2 | 0.0–1.46% | T1589S (n=1), P1444S (n=1) |
| SUPT6H | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | E1112K (n=1), E171K (n=1) |
| SLX9 | by frequency | amplification | 14 / 682 | 2.05% mutation 1.46% | — | 1 / 2 | 0.0–1.46% | V212L (n=2) |
| SLC1A5 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | P17A (n=2) |
| SETD2 | by frequency | deep deletion | 17 / 682 | 2.49% mutation 1.46% | — | 1 / 2 | 0.0–1.46% | R1598* (n=1), A1851Vfs*15 (n=1) |
| RBM19 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | K259R (n=1), H609R (n=1) |
| PHF6 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | R274* (n=1), R225* (n=1) |
| PCNT | by frequency | deep deletion | 12 / 682 | 1.76% mutation 1.46% | — | 1 / 2 | 0.0–1.46% | H156R (n=1), R143H (n=1) |
| PCDHB4 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | R410* (n=1), H178Q (n=1) |
| NUDCD1 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | I269V (n=1), L252F (n=1) |
| MRPL9 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | E210A (n=2) |
| MDGA2 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | R355W (n=1), R149H (n=1) |
| JAK1 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | V658F (n=1), Q572L (n=1) |
| HSD17B4 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | I584V (n=1), W536R (n=1) |
| HLA-DRB1 | by frequency | deep deletion | 57 / 682 | 8.36% mutation 1.46% | — | 1 / 2 | 0.0–1.46% | S66Y (n=2) |
| HDHD5 | by frequency | amplification | 10 / 682 | 1.47% mutation 1.46% | — | 1 / 2 | 0.0–1.46% | R188C (n=1), R33C (n=1) |
| GNB1 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | A92D (n=1), D76G (n=1) |
| GCNA | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | S285P (n=2) |
| FURIN | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | S287Y (n=1), V548A (n=1) |
| FHL3 | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | Y27H (n=1), A96V (n=1) |
| FCGBP | by frequency | SNV / small indel | 2 / 137 | 1.46% | — | 1 / 2 | 0.0–1.46% | T678S (n=1), D4873N (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 |
|---|---|---|---|---|---|---|---|---|---|
| Pediatric Acute Lymphoid Leukemia - Phase II (TARGET, 2018) reference | all_phase2_target_2018_pub | 137 observed | 150 / 1978 | exome or genome | WES (150) | hg19 | SNV, small indel, amplification, deep deletion | 0 | 3.5 |
| Acute Lymphoblastic Leukemia (St Jude, Nat Genet 2015) | all_stjude_2015 | 85 observed | 93 / 93 | exome or genome | WES (93) | hg19 | SNV, small indel, structural variant (profile present, not read) | 0 | 0 |
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 |
|---|---|---|---|---|---|---|
| CDKN2A | deep deletion | 271 | 682 | 39.74% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_cna |
| IKZF1 | deep deletion | 96 | 682 | 14.08% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_cna |
| PAX5 | deep deletion | 87 | 682 | 12.76% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_cna |
| ETV6 | deep deletion | 79 | 682 | 11.58% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_cna |
| HLA-DRB1 | deep deletion | 57 | 682 | 8.36% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_cna |
| HLA-DRB1 | amplification | 37 | 682 | 5.43% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_cna |
| TAS2R19 | deep deletion | 32 | 682 | 4.69% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_cna |
| TAS2R31 | deep deletion | 32 | 682 | 4.69% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_cna |
| SETD2 | deep deletion | 17 | 682 | 2.49% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_cna |
| NSD2 | deep deletion | 16 | 682 | 2.35% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_cna |
| KRAS | deep deletion | 14 | 682 | 2.05% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_cna |
| CDK11A | deep deletion | 14 | 682 | 2.05% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_cna |
| SYNJ1 | amplification | 14 | 682 | 2.05% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_cna |
| SLX9 | amplification | 14 | 682 | 2.05% | all_phase2_target_2018_pub | all_phase2_target_2018_pub_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) |
|---|---|---|
| CD19 | 0.0–0.0% | all_phase2_target_2018_pub: 0/137 (0.0%) · all_stjude_2015: 0/85 (0.0%) |
| CD22 | 0.0–0.0% | all_phase2_target_2018_pub: 0/137 (0.0%) · all_stjude_2015: 0/85 (0.0%) |
| ABL1 | 0.0–0.0% | all_phase2_target_2018_pub: 0/137 (0.0%) · all_stjude_2015: 0/85 (0.0%) |
| IKZF1 | 0.0–0.0% | all_phase2_target_2018_pub: 0/137 (0.0%) · all_stjude_2015: 0/85 (0.0%) |
| CDKN2A | 0.0–0.73% | all_phase2_target_2018_pub: 1/137 (0.73%) · all_stjude_2015: 0/85 (0.0%) |
| NOTCH1 | 0.0–0.0% | all_phase2_target_2018_pub: 0/137 (0.0%) · all_stjude_2015: 0/85 (0.0%) |
| KMT2A | 0.0–0.0% | all_phase2_target_2018_pub: 0/137 (0.0%) · all_stjude_2015: 0/85 (0.0%) |
| ETV6 | 0.0–0.0% | all_phase2_target_2018_pub: 0/137 (0.0%) · all_stjude_2015: 0/85 (0.0%) |
| PAX5 | 1.46–3.53% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 3/85 (3.53%) |
| CRLF2 | 0.0–0.0% | all_phase2_target_2018_pub: 0/137 (0.0%) · all_stjude_2015: 0/85 (0.0%) |
| JAK2 | 0.0–3.65% | all_phase2_target_2018_pub: 5/137 (3.65%) · all_stjude_2015: 0/85 (0.0%) |
| TP53 | 2.35–4.38% | all_phase2_target_2018_pub: 6/137 (4.38%) · all_stjude_2015: 2/85 (2.35%) |
| NRAS | 9.41–11.68% | all_phase2_target_2018_pub: 16/137 (11.68%) · all_stjude_2015: 8/85 (9.41%) |
| KRAS | 5.84–12.94% | all_phase2_target_2018_pub: 8/137 (5.84%) · all_stjude_2015: 11/85 (12.94%) |
| PTPN11 | 0.0–4.38% | all_phase2_target_2018_pub: 6/137 (4.38%) · all_stjude_2015: 0/85 (0.0%) |
| CREBBP | 1.18–4.38% | all_phase2_target_2018_pub: 6/137 (4.38%) · all_stjude_2015: 1/85 (1.18%) |
| NSD2 | 1.18–3.65% | all_phase2_target_2018_pub: 5/137 (3.65%) · all_stjude_2015: 1/85 (1.18%) |
| FLT3 | 3.65–5.88% | all_phase2_target_2018_pub: 5/137 (3.65%) · all_stjude_2015: 5/85 (5.88%) |
| NOTCH2 | 0.0–2.92% | all_phase2_target_2018_pub: 4/137 (2.92%) · all_stjude_2015: 0/85 (0.0%) |
| CDK11A | 0.0–2.92% | all_phase2_target_2018_pub: 4/137 (2.92%) · all_stjude_2015: 0/85 (0.0%) |
| TAS2R19 | 0.0–2.19% | all_phase2_target_2018_pub: 3/137 (2.19%) · all_stjude_2015: 0/85 (0.0%) |
| QRICH2 | 0.0–2.19% | all_phase2_target_2018_pub: 3/137 (2.19%) · all_stjude_2015: 0/85 (0.0%) |
| OVGP1 | 0.0–2.19% | all_phase2_target_2018_pub: 3/137 (2.19%) · all_stjude_2015: 0/85 (0.0%) |
| KMT2D | 0.0–2.19% | all_phase2_target_2018_pub: 3/137 (2.19%) · all_stjude_2015: 0/85 (0.0%) |
| HLA-C | 0.0–2.19% | all_phase2_target_2018_pub: 3/137 (2.19%) · all_stjude_2015: 0/85 (0.0%) |
| UBR4 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| TBL3 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| TAS2R31 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| SYNJ1 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| SUPT6H | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| SLX9 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| SLC1A5 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| SETD2 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| RBM19 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| PHF6 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| PCNT | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| PCDHB4 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| NUDCD1 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| MRPL9 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| MDGA2 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| JAK1 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| HSD17B4 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| HLA-DRB1 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| HDHD5 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| GNB1 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| GCNA | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| FURIN | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| FHL3 | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
| FCGBP | 0.0–1.46% | all_phase2_target_2018_pub: 2/137 (1.46%) · all_stjude_2015: 0/85 (0.0%) |
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/acute-lymphoblastic-leukemia.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.