[Paragraph-level] PMCID: PMC9441062 Section: RESULTS PassageIndex: 14

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses how the variants T790M, C797S/G, and L718V/Q are associated with resistance mechanisms to EGFR-TKIs, indicating their role in treatment response. Oncogenic: The variants mentioned are described as second-site mutations that contribute to resistance in the context of tumor development and progression in NSCLC.

Gene→Variant (gene-first): 1956:C797S/G 1956:L718V/Q 1956:T790M

Genes: 1956

Variants: C797S/G L718V/Q T790M

[Paragraph-level] PMCID: PMC9441062 Section: RESULTS PassageIndex: 4

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage states that all 71 patients harbored baseline EGFR mutations, including specific variants, indicating their role in defining the patient cohort and confirming the presence of a disease subtype (NSCLC). Oncogenic: The mention of EGFR mutations, including G719C, L858R, and S768I, suggests that these somatic variants contribute to tumor development or progression in the context of non-small cell lung cancer (NSCLC).

Gene→Variant (gene-first): 1956:G719C 1956:L858R 1956:S768I

Genes: 1956

Variants: G719C L858R S768I

[Paragraph-level] PMCID: PMC5355930 Section: ABSTRACT PassageIndex: 6

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the correlation between PIK3CA mutations (H1047R, E545K, E542K) and the response to the therapy everolimus, indicating that these variants are associated with treatment outcomes. Oncogenic: The mention of PIK3CA mutations in the context of tumor analysis suggests that these somatic variants contribute to tumor development or progression, particularly in relation to their response to therapy.

Gene→Variant (gene-first): 5290:E542K 5290:E545K 5290:H1047R

Genes: 5290

Variants: E542K E545K H1047R

[Paragraph-level] PMCID: PMC5355930 Section: RESULTS PassageIndex: 8

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the correlation between PIK3CA mutations (H1047R, E545K, E542K) and the efficacy of everolimus, indicating that these variants are associated with prolonged progression-free survival (PFS) in patients treated with this therapy. Oncogenic: The mention of PIK3CA mutations in the context of their role in tumor development and the efficacy of a cancer treatment suggests that these somatic variants contribute to tumor progression.

Gene→Variant (gene-first): 5290:E542K 5290:E545K 5290:H1047R

Genes: 5290

Variants: E542K E545K H1047R

[Paragraph-level] PMCID: PMC10618648 Section: RESULTS PassageIndex: 20

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The T733I mutation is associated with resistance to lapatinib and sensitivity to adavosertib, indicating its role in predicting treatment response. Oncogenic: The T733I mutation is described as weakly transforming, suggesting it contributes to tumor development or progression in the context of the PDX model.

Gene→Variant (gene-first): 2064:T733I

Genes: 2064

Variants: T733I

[Paragraph-level] PMCID: PMC10618648 Section: RESULTS PassageIndex: 16

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage indicates that ERBB2 mutations (V777L, G778A) were identified in the tyrosine kinase domain, suggesting that these somatic variants contribute to tumor development or progression. Functional: The mention of ERBB2 mutations in the tyrosine kinase domain implies that these variants may alter molecular or biochemical function, which is characteristic of functional evidence.

Gene→Variant (gene-first): 2064:G778A 2064:V777L

Genes: 2064

Variants: G778A V777L

[Paragraph-level] PMCID: PMC3727232 Section: RESULTS PassageIndex: 11

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the detection of BRAF:p.V600E mutations in various tumor types, indicating its association with specific tumor classifications, which supports its use as a biomarker for diagnosis. Oncogenic: The H3F3A:p.K27M mutation is described as being present in specific tumor types, indicating its contribution to tumor development or progression.

Gene→Variant (gene-first): 3021:p.K27M 673:p.V600E

Genes: 3021 673

Variants: p.K27M p.V600E

[Paragraph-level] PMCID: PMC3727232 Section: RESULTS PassageIndex: 5

Evidence Type(s): Oncogenic, Diagnostic

Justification: Oncogenic: The passage discusses the H3F3A:p.K27M mutation and BRAF:p.V600E mutation as recurrent abnormalities in specific tumor types, indicating their contribution to tumor development or progression. Diagnostic: The mention of BRAF:p.V600E mutations being frequent in pleomorphic xanthoastrocytomas suggests its use in defining or classifying this subtype of tumor.

Gene→Variant (gene-first): 3021:p.K27M 673:p.V600E

Genes: 3021 673

Variants: p.K27M p.V600E

[Paragraph-level] PMCID: PMC6938308 Section: ABSTRACT PassageIndex: 6

Evidence Type(s): Oncogenic, Diagnostic

Justification: Oncogenic: The passage discusses somatic mutations in KRAS and BRAF, indicating that these variants contribute to tumor development as they are detected in specimens from patients with AVM. Diagnostic: The presence of specific mutations (G12D, G12V, V600E, Q636X) is used to classify and confirm the mutation status of patients, which is relevant for understanding their disease.

Gene→Variant (gene-first): 3845:G12D 3845:G12V 673:Q636X 673:V600E

Genes: 3845 673

Variants: G12D G12V Q636X V600E

[Paragraph-level] PMCID: PMC6938308 Section: RESULTS PassageIndex: 2

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage indicates that KRAS codon p.12G and BRAF codon p.600V somatic mutations have been linked to brain AVMs, suggesting their role in defining or classifying the disease. Oncogenic: The mention of likely somatic disease-causing mutations, including KRAS mutations (p.G12D and p.G12V) and BRAF mutations (p.V600E and p.Q636X), indicates that these variants contribute to tumor development or progression.

Gene→Variant (gene-first): 3845:p.12G 673:p.600V 3845:p.G12D 3845:p.G12V 673:p.Q636X 673:p.V600E

Genes: 3845 673

Variants: p.12G p.600V p.G12D p.G12V p.Q636X p.V600E

[Paragraph-level] PMCID: PMC7820803 Section: RESULTS PassageIndex: 13

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the variant p.Ala636Pro scored as deleterious in an assay, indicating that it alters molecular or biochemical function. Oncogenic: The context of the passage suggests that the variant is associated with bi-allelic MMR loss, which contributes to tumor development in pediatric-onset cancer syndromes, indicating its role in oncogenesis.

Gene→Variant (gene-first): 4436:p.Ala636Pro

Genes: 4436

Variants: p.Ala636Pro

[Paragraph-level] PMCID: PMC7820803 Section: RESULTS PassageIndex: 7

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the selection of MSH2 mutant cells, specifically the p.Ala636Pro variant, in the context of MMR deficiency, indicating that this somatic variant contributes to tumor development or progression. Functional: The passage describes the behavior of the p.Ala636Pro variant in a selective environment, suggesting that it alters the molecular function of the MSH2 protein, as evidenced by the enrichment of these cells under selective conditions.

Gene→Variant (gene-first): 4436:p.Ala636Pro

Genes: 4436

Variants: p.Ala636Pro

[Paragraph-level] PMCID: PMC7820803 Section: RESULTS PassageIndex: 4

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the p.Ala636Pro variant affects the sensitivity to 6-thioguanine, indicating that it alters the molecular function of MSH2 in the context of mismatch repair. Oncogenic: The passage implies that the p.Ala636Pro variant is pathogenic and contributes to the resistance of cells to 6-thioguanine, suggesting a role in tumor development or progression.

Gene→Variant (gene-first): 4436:p.Ala636Pro

Genes: 4436

Variants: p.Ala636Pro

[Paragraph-level] PMCID: PMC7820803 Section: RESULTS PassageIndex: 3

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the p.Ala636Pro variant affects the expression levels of MSH2 protein, indicating that it alters molecular function by being barely detectable compared to wild-type MSH2, which demonstrates its destabilizing effect. Oncogenic: The passage describes the use of the p.Ala636Pro variant in a model to disrupt mismatch repair (MMR), suggesting that this somatic variant contributes to tumor development or progression by affecting MSH2 function.

Gene→Variant (gene-first): 4436:p.Ala636Pro

Genes: 4436

Variants: p.Ala636Pro

[Paragraph-level] PMCID: PMC3383766 Section: RESULTS PassageIndex: 21

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses mutations in specific genes that are associated with druggable tyrosine kinase domains, indicating their relevance in defining or classifying disease subtypes. Oncogenic: The mention of mutations in tyrosine kinase domains suggests that these variants may contribute to tumor development or progression, particularly in the context of cancer-related mutations.

Gene→Variant (gene-first): 780:A829V 207:C77F 405:D735H 3084:E583D 2048:E924K 5156:M875L 780:R611C 208:S11F 3169:S375F 2064:V777L

Genes: 780 207 405 3084 2048 5156 208 3169 2064

Variants: A829V C77F D735H E583D E924K M875L R611C S11F S375F V777L

[Paragraph-level] PMCID: PMC3383766 Section: RESULTS PassageIndex: 10

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage indicates that the M294K mutation in GATA3 is one of several mutations that include truncation events, suggesting a role in functional inactivation of the protein. Oncogenic: The mention of M294K as a recurrent mutation in tumors suggests that it may contribute to tumor development or progression, particularly in the context of GATA3 being identified as a tumor suppressor.

Gene→Variant (gene-first): 2625:M294K

Genes: 2625

Variants: M294K

[Paragraph-level] PMCID: PMC3383766 Section: RESULTS PassageIndex: 8

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage mentions that AGTR2 harbored two missense mutations (V184I and R251H) and describes AGTR2 as a gene associated with familial hypercholesterolemia, indicating its role in defining or classifying a disease. Oncogenic: The passage discusses mutations in AGTR2 and their potential involvement in angiotensin signaling and tissue fibrosis, which are relevant to tumor development or progression, suggesting a role in oncogenesis.

Gene→Variant (gene-first): 186:R251H 186:V184I

Genes: 186

Variants: R251H V184I

[Paragraph-level] PMCID: PMC3383766 Section: RESULTS PassageIndex: 7

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses mutations in RUNX1, which is implicated in the M2 subtype of AML, indicating that these somatic variants contribute to tumor development or progression. Functional: The passage mentions that mutations in RUNX1 affect its role as a transcription factor, which suggests that these variants alter molecular or biochemical function.

Gene→Variant (gene-first): 9757:G168E 23451:K666Q 23451:K700E 4216:N104S 861:R166Q 1588:R169K 51742:S184L

Genes: 9757 23451 4216 861 1588 51742

Variants: G168E K666Q K700E N104S R166Q R169K S184L

[Paragraph-level] PMCID: PMC3378484 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses somatic missense mutations in PIK3CA that contribute to increased kinase activities and lipid binding, indicating their role in tumor development or progression. Functional: The passage describes how specific mutations alter the molecular function of the p110alpha protein, including increased basal activity and lipid binding, which are indicative of changes in biochemical function.

Gene→Variant (gene-first): 5290:C420R 5290:E545K 5290:G1049R 5290:H1047L 5290:H1047R 5290:M1043I 5295:N564D

Genes: 5290 5295

Variants: C420R E545K G1049R H1047L H1047R M1043I N564D

[Paragraph-level] PMCID: PMC7226056 Section: RESULTS PassageIndex: 5

Evidence Type(s): Diagnostic, Oncogenic, Prognostic

Justification: Diagnostic: The passage discusses the reclassification of glioma patients into different types based on expression levels and molecular alterations, indicating that these variants are used to define or classify the disease. Oncogenic: The mention of TERT mutation in gliomas suggests that this somatic variant may contribute to tumor development or progression, as it is associated with different expression levels in tumor types. Prognostic: The passage notes that molecular alterations in gliomas are linked to clinical phenotypes and can predict outcomes, such as overall survival, indicating a prognostic relationship.

Gene→Variant (gene-first): 7015:CGGA 94) in the TCGA

Genes: 7015

Variants: CGGA 94) in the TCGA

[Paragraph-level] PMCID: PMC7499606 Section: RESULTS PassageIndex: 18

Evidence Type(s): Oncogenic, Predictive

Justification: Oncogenic: The TP53 Y220C missense mutation is described as a "deleterious somatic mutation," indicating its contribution to tumor development or progression. Predictive: The passage discusses the patient's response to various therapies, including PARP inhibitors and the M6620-carboplatin combination therapy, suggesting that the Y220C variant may correlate with treatment response.

Gene→Variant (gene-first): 7157:Y220C

Genes: 7157

Variants: Y220C

[Paragraph-level] PMCID: PMC2736831 Section: RESULTS PassageIndex: 10

Evidence Type(s): Predictive, Prognostic, Oncogenic

Justification: Predictive: The passage indicates that none of the patients with the BRAF V600E mutation responded to the treatment, suggesting a correlation between the variant and resistance to therapy. Prognostic: The passage reports that BRAF mutation is associated with significantly shorter overall survival (OS) and a trend towards shorter progression-free survival (PFS), indicating its impact on disease outcome independent of therapy. Oncogenic: The BRAF V600E mutation is described as a somatic variant that is part of the study population's tumor mutations, contributing to tumor development or progression.

Gene→Variant (gene-first): 673:V600E

Genes: 673

Variants: V600E

[Paragraph-level] PMCID: PMC5002925 Section: RESULTS PassageIndex: 6

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses heterozygous somatic mutations, including ERBB2 p.L755S, APC p.Q1429fs, and BRAF p.N518S, which are associated with tumor development and progression, indicating their oncogenic potential. Functional: The passage mentions that the biological effect of the detected mutations was predicted using algorithms, suggesting an alteration in molecular or biochemical function related to these variants.

Gene→Variant (gene-first): 2064:p.L755S 673:p.N518S 673:p.N581S 324:p.Q1429fs

Genes: 2064 673 324

Variants: p.L755S p.N518S p.N581S p.Q1429fs

[Paragraph-level] PMCID: PMC5002925 Section: RESULTS PassageIndex: 3

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the treatment response to therapies such as trastuzumab and FOLFIRI, which are influenced by the presence of specific somatic mutations, indicating a correlation between the variants and treatment response. Oncogenic: The passage identifies somatic mutations in the tumors that are associated with tumor development and progression, particularly noting the likely activating mutation in the ERBB2 p.L755S variant.

Gene→Variant (gene-first): 673:c.1742A>G 2064:c.2264T>C 324:c.4285delC 673:p.Asn581Ser 324:p.Gln1429fs 2064:p.L755S 2064:p.Leu755Ser 673:p.N581S 324:p.Q1429fs

Genes: 673 2064 324

Variants: c.1742A>G c.2264T>C c.4285delC p.Asn581Ser p.Gln1429fs p.L755S p.Leu755Ser p.N581S p.Q1429fs

[Paragraph-level] PMCID: PMC7362646 Section: RESULTS PassageIndex: 11

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage discusses the IDH1 p.R132H mutation as part of the genetic aberrations detected in gliomas, indicating its contribution to tumor development or progression in the context of high-grade gliomas.

Gene→Variant (gene-first): 3417:p.R132H

Genes: 3417

Variants: p.R132H

[Paragraph-level] PMCID: PMC10283448 Section: ABSTRACT PassageIndex: 2

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the high prevalence of the crizotinib-resistant ROS1-G2032R mutation and its implications for treatment response, indicating a correlation with resistance to therapy. Oncogenic: The mention of the ROS1-G2032R mutation in the context of crizotinib resistance suggests that it contributes to tumor progression, which aligns with the definition of an oncogenic variant.

Gene→Variant (gene-first): 6098:G2032R

Genes: 6098

Variants: G2032R

[Paragraph-level] PMCID: PMC7342819 Section: RESULTS PassageIndex: 2

Evidence Type(s): Diagnostic, Predisposing, Oncogenic

Justification: Diagnostic: The passage discusses the identification of the KRAS p.G12V mutation and the PALB2 mutations in the context of a primary lesion, indicating their association with the disease. Predisposing: The PALB2 c.3114-1G>A mutation is explicitly described as a germline mutation detected in peripheral blood cells, suggesting it confers inherited risk for developing disease. Oncogenic: The PALB2 c.2514+1G>C mutation is described as a somatic mutation, which is associated with tumor development in the context of the primary lesion.

Gene→Variant (gene-first): 79728:c.2514+1G>C 79728:c.3114-1G>A 3845:p.G12V

Genes: 79728 3845

Variants: c.2514+1G>C c.3114-1G>A p.G12V

[Paragraph-level] PMCID: PMC1702556 Section: RESULTS PassageIndex: 17

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the association of the R108K variant with clinical responses to EGFR kinase inhibitors, indicating a correlation with treatment response. Oncogenic: The R108K variant is identified in gliomas, suggesting its potential role in tumor development or progression, particularly in the context of EGFR amplification.

Gene→Variant (gene-first): 1956:R108K

Genes: 1956

Variants: R108K

[Paragraph-level] PMCID: PMC1702556 Section: RESULTS PassageIndex: 16

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses how the presence of EGFR missense mutants, including L858R and L861Q, may sensitize transformed cells to EGFR kinase inhibitors, indicating a correlation with treatment response. Oncogenic: The identical missense mutations are described as having oncogenicity and playing a role in gliomagenesis, suggesting that these somatic variants contribute to tumor development.

Gene→Variant (gene-first): 1956:L858R 1956:L861Q 1956:T790M

Genes: 1956

Variants: L858R L861Q T790M

[Paragraph-level] PMCID: PMC1702556 Section: RESULTS PassageIndex: 11

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage describes how NIH-3T3 cells expressing the EGFR missense mutants (R108K, T263P, A289V, G598V, and L861Q) produced large tumors in mice, indicating that these variants contribute to tumor development.

Gene→Variant (gene-first): 1956:A289V 1956:G598V 1956:L861Q 1956:R108K 1956:T263P

Genes: 1956

Variants: A289V G598V L861Q R108K T263P

[Paragraph-level] PMCID: PMC1702556 Section: RESULTS PassageIndex: 10

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage discusses the oncogenicity of EGFR missense mutations, indicating that the expression of these variants (R108K, T263P, A289V, G598V, and L861Q) in NIH-3T3 cells leads to anchorage-independent colony formation, a hallmark of tumorigenic behavior.

Gene→Variant (gene-first): 1956:A289V 1956:G598V 1956:L861Q 1956:R108K 1956:T263P

Genes: 1956

Variants: A289V G598V L861Q R108K T263P

[Paragraph-level] PMCID: PMC1702556 Section: RESULTS PassageIndex: 5

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the prevalence of specific EGFR missense mutations (R108K, T263P, A289V, and G598V) in gliomas, indicating their association with the disease and their representation in the receptor pool, which supports their use in defining or classifying the disease. Oncogenic: The mention of EGFR missense mutations in the context of gliomas suggests that these somatic variants contribute to tumor development or progression, as they are associated with the receptor pool in tumor samples.

Gene→Variant (gene-first): 1956:A289V 1956:G598V 1956:R108K 1956:T263P

Genes: 1956

Variants: A289V G598V R108K T263P

[Paragraph-level] PMCID: PMC1702556 Section: RESULTS PassageIndex: 4

Evidence Type(s): Diagnostic, Oncogenic, Predisposing

Justification: Diagnostic: The passage discusses the identification of EGFR missense mutations in glioblastomas and their association with the disease, indicating that these mutations can be used to classify or define the tumor type. Oncogenic: The passage mentions that the identified EGFR mutations contribute to tumor development in glioblastomas, particularly noting the presence of somatic mutations in the tumor samples. Predisposing: The passage specifies that one of the mutations (E330K) was identified as germline, indicating it confers inherited risk for developing disease.

Gene→Variant (gene-first): 1956:A289 1956:A289D 1956:A289T 1956:E330K 1956:L861Q 1956:R108 1956:R324L

Genes: 1956

Variants: A289 A289D A289T E330K L861Q R108 R324L

[Paragraph-level] PMCID: PMC4385014 Section: ABSTRACT PassageIndex: 4

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the sensitivity of NSCLC cell lines with specific EGFR mutations (L858R and T790M) to the anti-proliferative effect of erlotinib, indicating a correlation with treatment response. Oncogenic: The presence of the L858R and T790M mutations in the cell lines suggests that these somatic variants contribute to tumor development or progression, as they are associated with specific cancer cell lines.

Gene→Variant (gene-first): 1956:L858R 1956:T790M

Genes: 1956

Variants: L858R T790M

[Paragraph-level] PMCID: PMC5019182 Section: RESULTS PassageIndex: 19

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the presence of specific PIK3CA mutations in patients with distinct clinical features, indicating that these mutations are associated with certain syndromes, such as linear nevus sebaceous or Schimmelpenning syndrome and CLOVES syndrome. Oncogenic: The passage mentions that the PIK3CA mutations are "hotspot" mutations commonly seen in cancer, suggesting that these somatic variants contribute to tumor development or progression.

Gene→Variant (gene-first): 5290:p.Glu542Lys 5290:p.Glu545Lys 5290:p.His1047Arg

Genes: 5290

Variants: p.Glu542Lys p.Glu545Lys p.His1047Arg

[Paragraph-level] PMCID: PMC5019182 Section: RESULTS PassageIndex: 17

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the presence of the p.Glu453Lys and p.Gly914Arg mutations in patients with specific congenital conditions, indicating their association with the phenotypes observed, which supports their use in defining or classifying the disease. Oncogenic: The p.Glu453Lys and p.Gly914Arg mutations are described in the context of patients with congenital overgrowth syndromes, suggesting a role in tumor development or progression, particularly in the context of somatic mutations.

Gene→Variant (gene-first): 5290:p.Glu453Lys 5290:p.Gly914Arg

Genes: 5290

Variants: p.Glu453Lys p.Gly914Arg

[Paragraph-level] PMCID: PMC5019182 Section: RESULTS PassageIndex: 16

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the presence of specific mutations (p.Arg93Gln, p.Gly106Val, p.Cys378Tyr) in patients with phenotypes that overlap with or suggest variants of MCAP, indicating that these mutations are associated with defining or classifying the disease. Oncogenic: The passage describes the mutations as somatic variants present in patients with specific phenotypes, suggesting their contribution to tumor development or progression, particularly in the context of the patients' conditions.

Gene→Variant (gene-first): 5290:p.Arg93Gln 5290:p.Cys378Tyr 5290:p.Gly106Val

Genes: 5290

Variants: p.Arg93Gln p.Cys378Tyr p.Gly106Val

[Paragraph-level] PMCID: PMC5019182 Section: RESULTS PassageIndex: 10

Evidence Type(s): Oncogenic, Diagnostic

Justification: Oncogenic: The passage discusses mutations that are proven or predicted to have a gain-of-function mechanism, indicating that these somatic variants contribute to tumor development or progression. Diagnostic: The mention of Glu545Ala and Glu545Lys mutations being detected in individuals with undefined "Cowden-like" features suggests an association with a specific disease or phenotype, supporting their use in diagnosis.

Gene→Variant (gene-first): 5290:Glu545Ala 5290:Glu545Lys 5290:p.Ala1035Thr 5290:p.Ala1035Val 5290:p.Asn345Lys 5290:p.Asn345Thr 5290:p.Gln546His 5290:p.Gln546Lys 5290:p.Gln546Pro 5290:p.Glu545Asp 5290:p.Glu545Gly 5290:p.Glu545Lys 5290:p.Tyr1021Cys 7249:p.Tyr1021His

Genes: 5290 7249

Variants: Glu545Ala Glu545Lys p.Ala1035Thr p.Ala1035Val p.Asn345Lys p.Asn345Thr p.Gln546His p.Gln546Lys p.Gln546Pro p.Glu545Asp p.Glu545Gly p.Glu545Lys p.Tyr1021Cys p.Tyr1021His

[Paragraph-level] PMCID: PMC5019182 Section: RESULTS PassageIndex: 9

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the association of PIK3CA mutations with developmental pediatric disorders, indicating that these mutations are used to classify or define the disease phenotypes. Oncogenic: The mention of PIK3CA mutations, particularly the hotspot mutations, suggests their role in tumor development or progression, as they are frequently observed in affected individuals.

Gene→Variant (gene-first): 5290:p.Glu542Lys 5290:p.Glu545Lys 5290:p.Glu726Lys 5290:p.Gly914Arg 5290:p.His1047Arg

Genes: 5290

Variants: p.Glu542Lys p.Glu545Lys p.Glu726Lys p.Gly914Arg p.His1047Arg

[Paragraph-level] PMCID: PMC5019182 Section: RESULTS PassageIndex: 5

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses mutations of PIK3CA, including p.Glu545Lys and p.His1047Arg, which are identified as oncogenic mutations contributing to tumor development or progression, as indicated by their presence in the Catalogue of Somatic Mutations in Cancer (COSMIC). Functional: The passage mentions the alternative allele percentages (AAP) of the mutations, indicating that these variants may alter molecular or biochemical function, as evidenced by the variation in AAPs across different sample types.

Gene→Variant (gene-first): 5290:p.Glu545Lys 5290:p.His1047Arg

Genes: 5290

Variants: p.Glu545Lys p.His1047Arg

[Paragraph-level] PMCID: PMC5762309 Section: RESULTS PassageIndex: 11

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the response of the tumor to the treatment with CHMFL-KIT-031, indicating a correlation between the V559D variant and the sensitivity to this specific therapy, as evidenced by tumor growth inhibition. Oncogenic: The V559D variant is implicated in tumor progression, as the passage describes its role in a mouse model where the variant is present and the tumor's response to treatment is evaluated.

Gene→Variant (gene-first): 3815:V559D

Genes: 3815

Variants: V559D

[Paragraph-level] PMCID: PMC5762309 Section: RESULTS PassageIndex: 10

Evidence Type(s): Oncogenic, Predictive

Justification: Oncogenic: The variant V559D is discussed in the context of tumor growth inhibition, indicating that it contributes to tumor development or progression in the specified cell model. Predictive: The mention of CHMFL-KIT-031 inhibiting tumor growth suggests a correlation between the V559D variant and response to this specific therapy.

Gene→Variant (gene-first): 3815:V559D

Genes: 3815

Variants: V559D

[Paragraph-level] PMCID: PMC5762309 Section: RESULTS PassageIndex: 8

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage indicates that CHMFL-KIT-031 selectively inhibits the KIT V559D mutant, suggesting a correlation with response to therapy. Oncogenic: The mention of the KIT V559D mutant in the context of selective inhibition implies that this somatic variant contributes to tumor development or progression.

Gene→Variant (gene-first): 3815:V559D

Genes: 3815

Variants: V559D

[Paragraph-level] PMCID: PMC5762309 Section: RESULTS PassageIndex: 5

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the KIT V559D mutant affects phosphorylation at specific sites, indicating that the variant alters molecular function related to protein activity. Oncogenic: The context of the passage suggests that the KIT V559D variant contributes to tumor development or progression, as it is involved in the anti-proliferation assay of transformed cells.

Gene→Variant (gene-first): 3815:V559D

Genes: 3815

Variants: V559D

[Paragraph-level] PMCID: PMC5762309 Section: RESULTS PassageIndex: 3

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the response of various KIT variants, including V559D, L576P, and others, to different therapies such as CHMFL-KIT-031 and Imatinib, indicating their correlation with treatment sensitivity and resistance. Oncogenic: The variants mentioned, particularly V559D and L576P, are described in the context of their role in transforming BaF3 cells, suggesting that they contribute to tumor development or progression.

Gene→Variant (gene-first): 3815:D816V 3815:L576P 3815:N822K 3815:T670I 3815:V559D 3815:V654A

Genes: 3815

Variants: D816V L576P N822K T670I V559D V654A

[Paragraph-level] PMCID: PMC5762309 Section: RESULTS PassageIndex: 2

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage indicates that CHMFL-KIT-031 selectively inhibits the proliferation of cells with the V559D variant, suggesting a correlation with response to this specific therapy. Oncogenic: The mention of the V559D variant in the context of inhibiting cell proliferation implies that it contributes to tumor development or progression, as it is associated with a specific cell line used in cancer research.

Gene→Variant (gene-first): 3815:V559D

Genes: 3815

Variants: V559D

[Paragraph-level] PMCID: PMC4150988 Section: RESULTS PassageIndex: 11

Evidence Type(s): Oncogenic, Diagnostic

Justification: Oncogenic: The passage discusses the presence of the p.M90I mutation in lung adenocarcinoma cell lines and its association with human primary lung adenocarcinomas, indicating that this somatic variant contributes to tumor development or progression. Diagnostic: The p.M90I mutation is mentioned as being seen in human primary lung adenocarcinomas, suggesting its role in defining or classifying the disease.

Gene→Variant (gene-first): 6016:p.M90I

Genes: 6016

Variants: p.M90I

[Paragraph-level] PMCID: PMC4150988 Section: RESULTS PassageIndex: 9

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses how the RIT1 Q40L mutation contributes to tumor development by activating MEK and ERK pathways, indicating its role in oncogenic signaling. Functional: The variant Q40L alters the molecular function of RIT1, as it induces phosphorylation of MEK and ERK, demonstrating a change in biochemical activity associated with the mutation.

Gene→Variant (gene-first): 6016:Q40L

Genes: 6016

Variants: Q40L

[Paragraph-level] PMCID: PMC4150988 Section: RESULTS PassageIndex: 7

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses how mutated RIT1 variants, including Q79L, G12V, and L858R, induce cellular transformation and tumor formation, indicating their role in tumor development. Functional: The passage describes the ability of specific RIT1 mutations to induce colony formation in soft agar, suggesting that these variants alter the molecular function of RIT1 in a way that promotes transformation.

Gene→Variant (gene-first): 3845:G12V 1956:L858R 6016:Q40 6016:Q40L 6016:Q79L

Genes: 3845 1956 6016

Variants: G12V L858R Q40 Q40L Q79L

[Paragraph-level] PMCID: PMC4150988 Section: RESULTS PassageIndex: 6

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the presence of the RIT1 p.M90I variant in different cancer types, indicating its association with malignancies, which supports its use in defining or classifying disease subtypes. Oncogenic: The mention of somatic RIT1 mutations in myeloid malignancies and their overlap with mutations in lung adenocarcinoma suggests that these variants contribute to tumor development or progression.

Gene→Variant (gene-first): 6016:F82L 6016:M90I 6016:p.M90I

Genes: 6016

Variants: F82L M90I p.M90I

[Paragraph-level] PMCID: PMC4150988 Section: RESULTS PassageIndex: 5

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage suggests that RIT1 switch II domain mutations, including p.R122L, may function as oncogenes in lung adenocarcinoma, indicating a role in tumor development or progression.

Gene→Variant (gene-first): 6016:p.R122L

Genes: 6016

Variants: p.R122L

[Paragraph-level] PMCID: PMC4150988 Section: RESULTS PassageIndex: 3

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage discusses non-synonymous somatic mutations of RIT1, including the p.M90I variant, in the context of lung adenocarcinomas, indicating that these mutations contribute to tumor development or progression.

Gene→Variant (gene-first): 6016:p.M90I

Genes: 6016

Variants: p.M90I

[Paragraph-level] PMCID: PMC3923676 Section: RESULTS PassageIndex: 16

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses a novel loss of function mutation (E384X) in ERRFI1 that is associated with a patient's metastatic tumor, indicating that this somatic variant contributes to tumor development or progression. Functional: The passage mentions nearly complete loss of function of ERRFI1 due to the E384X mutation, suggesting that this variant alters the molecular or biochemical function of the protein.

Gene→Variant (gene-first): 672:E384X

Genes: 672

Variants: E384X

[Paragraph-level] PMCID: PMC3923676 Section: RESULTS PassageIndex: 3

Evidence Type(s): Oncogenic, Predictive

Justification: Oncogenic: The variant E384X in ERRFI1 is described as being overexpressed in a tumor, indicating its potential role in tumor development or progression. Predictive: The passage discusses the therapeutic relevance of FGFR2 fusions and their treatment with FGFR inhibitors, suggesting a correlation with response to therapy.

Gene→Variant (gene-first): 672:E384X

Genes: 672

Variants: E384X

[Paragraph-level] PMCID: PMC3923676 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the use of erlotinib, an EGFR kinase inhibitor, in a patient with the ERRFI1 E384X mutation, noting rapid and robust disease regression, indicating a correlation between the variant and response to therapy. Oncogenic: The E384X variant in ERRFI1 is described as a somatic mutation that inactivates a negative regulator of EGFR activation, suggesting its contribution to tumor development or progression.

Gene→Variant (gene-first): 672:E384X

Genes: 672

Variants: E384X

[Paragraph-level] PMCID: PMC7081042 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Predictive, Diagnostic, Oncogenic

Justification: Predictive: The passage discusses how certain HER2 mutations, such as S310F, S310Y, R678Q, D769H, and I767M, correlate with favorable outcomes and good responses to anti-HER2 therapy, indicating their predictive value for treatment efficacy. Diagnostic: The passage mentions the identification of HER2 SNPs in HER2-positive breast cancer patients and their relationship with clinical outcomes, suggesting that these variants can be used to classify or define the disease subtype. Oncogenic: The passage indicates that somatic mutations in HER2 are linked to resistance to anti-HER2 therapy, suggesting that these mutations contribute to tumor development or progression.

Gene→Variant (gene-first): 2064:D769H 2064:D769Y 2064:I767M 1956:K753I 2064:L755S 2064:R678Q 2064:S310F 2064:S310Y 2064:V842I

Genes: 2064 1956

Variants: D769H D769Y I767M K753I L755S R678Q S310F S310Y V842I

[Paragraph-level] PMCID: PMC4159563 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The K27M-H3 mutation is described as being exclusively found in tumors with specific WHO grade II-IV astrocytoma histology, indicating its role in classifying and defining the disease subtype. Oncogenic: The passage indicates that the K27M-H3 mutation is associated with tumors that behave clinically as high-grade astrocytomas, suggesting its contribution to tumor development or progression.

Gene→Variant (gene-first): 90:K27M

Genes: 90

Variants: K27M

[Paragraph-level] PMCID: PMC3366948 Section: RESULTS PassageIndex: 22

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the presence of TYK2 mutations in T-ALL cell lines and suggests that these mutations may not represent an oncogenic event important for leukemia development in vivo, indicating a potential role in tumor progression. Functional: The analysis of the transforming properties of the TYK2 variants in Ba/F3 cells indicates that the variants do not show major differences in function compared to wild type TYK2, suggesting an assessment of molecular function.

Gene→Variant (gene-first): 4486:A35V 5395:C192Y 7297:R1027H

Genes: 4486 5395 7297

Variants: A35V C192Y R1027H

[Paragraph-level] PMCID: PMC3366948 Section: RESULTS PassageIndex: 18

Evidence Type(s): Oncogenic

Justification: Oncogenic: The variant H1297Y is described as a somatic variant confirmed in a patient case, indicating its contribution to tumor development or progression in the context of T-ALL.

Gene→Variant (gene-first): 80312:H1297Y

Genes: 80312

Variants: H1297Y

[Paragraph-level] PMCID: PMC3366948 Section: RESULTS PassageIndex: 15

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage describes that the M511I mutation transformed IL3 dependent 32D cells and induced T-ALL in mice, indicating its role in tumor development. Additionally, the A572V mutation was shown to transform cytokine dependent hematopoietic cells and induce leukemia in mice, further supporting its oncogenic potential. Functional: The passage discusses how specific mutations in JAK3, such as A572T and A572V, alter the function of the protein, as evidenced by their ability to transform cells and induce leukemia, indicating a change in molecular or biochemical function.

Gene→Variant (gene-first): 3718:A572 3718:A572T 3718:A572V 3718:M511I

Genes: 3718

Variants: A572 A572T A572V M511I

[Paragraph-level] PMCID: PMC8040738 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Predictive, Diagnostic, Oncogenic

Justification: Predictive: The passage discusses the use of combination targeted therapy with a selective BRAF inhibitor and MEK inhibitor for a patient with a BRAF mutation, indicating a correlation with treatment response. Diagnostic: The identification of BRAF alterations is mentioned as a means to assist clinicians in determining alternative targeted treatment strategies, suggesting its role in classifying or defining the tumor type. Oncogenic: The passage implies that the BRAF mutations contribute to tumor development or progression, as the patient has a ganglioglioma harboring a BRAF mutation.

Gene→Variant (gene-first): 673:V600E 673:p.T599dup 673:p.V600E

Genes: 673

Variants: V600E p.T599dup p.V600E

[Paragraph-level] PMCID: PMC2766370 Section: RESULTS PassageIndex: 8

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the detection of the KRAS mutation c.34G>T (p.G12C) in NSCLC samples, indicating its association with the disease and its role in characterizing the mutation through sequencing. Oncogenic: The variant c.34G>T (p.G12C) is mentioned in the context of being a mutation detected in NSCLC samples, suggesting its contribution to tumor development or progression.

Gene→Variant (gene-first): 3845:c.34G>T 3845:p.G12C

Genes: 3845

Variants: c.34G>T p.G12C

[Paragraph-level] PMCID: PMC2766370 Section: RESULTS PassageIndex: 6

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the identification of specific mutations (c.38G>A and delE746_A750) in the context of sequencing and testing, indicating their role in defining or confirming the presence of these mutations in the respective cell lines. Oncogenic: The mention of the delE746_A750 EGFR mutation in the context of tumor cell lines (NCI-H1650) suggests that this somatic variant contributes to tumor development or progression.

Gene→Variant (gene-first): 3845:c.38G>A 3845:delE746_A750 EGFR

Genes: 3845

Variants: c.38G>A delE746_A750 EGFR

[Paragraph-level] PMCID: PMC8008494 Section: RESULTS PassageIndex: 3

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how specific variants alter the function of the protein, indicating that certain amino acid substitutions result in loss of function or maintain functionality, which is characteristic of functional evidence. Oncogenic: The context of the variants being associated with loss of function in a cancer-related gene (BRCA2) suggests that these somatic variants contribute to tumor development or progression.

Gene→Variant (gene-first): NA:2619 from Trp to Gly 675:2723 from Asp to Asn 353:7522G>A 353:7807G>T 353:7874G>A 353:7879A>G NA:Leu3180 353:Phe/Asn 353:c.7522G>C 675:c.7880T>A 675:c.9370A>C 675:c.9371A>T 675:c.9539T>C 675:p.Ala2603Ser 675:p.Arg2625Lys 675:p.Asn3124His 353:p.Gly2508Arg 675:p.Gly2508Ser 675:p.Ile2627Val

Genes: NA 675 353

Variants: 2619 from Trp to Gly 2723 from Asp to Asn 7522G>A 7807G>T 7874G>A 7879A>G Leu3180 Phe/Asn c.7522G>C c.7880T>A c.9370A>C c.9371A>T c.9539T>C p.Ala2603Ser p.Arg2625Lys p.Asn3124His p.Gly2508Arg p.Gly2508Ser p.Ile2627Val

[Paragraph-level] PMCID: PMC9398166 Section: RESULTS PassageIndex: 12

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the correlation of TPX-0131 treatment with tumor growth inhibition and suppression of ALK phosphorylation, indicating that the G1202R, L1196M, and L1198F variants are associated with resistance to therapy and response to treatment. Oncogenic: The variants G1202R, L1196M, and L1198F are described in the context of ALK resistance mutations, suggesting their role in tumor development or progression as they are associated with the EML4-ALK fusion in a cancer model.

Gene→Variant (gene-first): 238:G1202R 238:L1196M 238:L1198F

Genes: 238

Variants: G1202R L1196M L1198F

[Paragraph-level] PMCID: PMC9398166 Section: RESULTS PassageIndex: 11

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the response of tumor models harboring specific ALK mutations (G1202R, L1196M, L1198F) to the therapy TPX-0131, indicating a correlation between the variants and treatment efficacy. Oncogenic: The variants G1202R, L1196M, and L1198F are described in the context of tumor models, suggesting that they contribute to tumor development or progression as part of the EML4-ALK fusion.

Gene→Variant (gene-first): 238:G1202R 238:L1196M 238:L1198F

Genes: 238

Variants: G1202R L1196M L1198F

[Paragraph-level] PMCID: PMC9398166 Section: RESULTS PassageIndex: 9

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses how the variants G1202R, L1196M, and L1198F correlate with the response to the ALK inhibitor TPX-0131, indicating their role in resistance to therapy. Oncogenic: The variants mentioned are part of ALK oncogenic fusion proteins, which are implicated in tumor development and progression, as evidenced by their evaluation in assays measuring ALK autophosphorylation.

Gene→Variant (gene-first): 238:G1202R 238:L1196M 238:L1198 238:L1198F

Genes: 238

Variants: G1202R L1196M L1198 L1198F

[Paragraph-level] PMCID: PMC9398166 Section: RESULTS PassageIndex: 8

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the response of the ALK G1202R/G1269A/L1204V triple mutation to the TPX-0131 inhibitor, indicating a correlation with treatment sensitivity. Oncogenic: The mention of the EML4-ALK compound mutations, including G1202R, G1269A, and L1204V, in the context of cell proliferation assays suggests that these somatic variants contribute to tumor development or progression.

Gene→Variant (gene-first): 238:G1202R 238:G1269A 238:L1204V

Genes: 238

Variants: G1202R G1269A L1204V

[Paragraph-level] PMCID: PMC9398166 Section: RESULTS PassageIndex: 7

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the potency of TPX-0131 against various ALK mutations, indicating that the variant mutations correlate with the response to the therapy, specifically highlighting the differences in inhibition potency against different mutations. Oncogenic: The passage describes the use of engineered Ba/F3 cells expressing oncogenic EML4-ALK variants, indicating that these mutations contribute to tumor development or progression, as they are associated with resistance to ALK inhibitors.

Gene→Variant (gene-first): 238:C1156Y 238:G1202R 238:G1269A 238:G1269S 238:I1171N 238:I1171N/S 238:L1196M 238:L1198F 238:L1204V 238:S/T

Genes: 238

Variants: C1156Y G1202R G1269A G1269S I1171N I1171N/S L1196M L1198F L1204V S/T

[Paragraph-level] PMCID: PMC9398166 Section: RESULTS PassageIndex: 3

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses resistance mutations, including G1202, in the context of second-generation ALK inhibitors and their reduced potency, indicating a correlation with treatment response. Oncogenic: The mention of G1202 as a resistance mutation suggests that it contributes to tumor development or progression by obstructing binding and reducing the efficacy of ALK inhibitors.

Gene→Variant (gene-first): 238:G1202

Genes: 238

Variants: G1202

[Paragraph-level] PMCID: PMC10183391 Section: RESULTS PassageIndex: 4

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the activity of Osimertinib against the p.L755P mutation, indicating a correlation with response to therapy. Oncogenic: The mention of the p.L755P mutation in the context of HER2 exon 19 aberrations suggests that it contributes to tumor development or progression, as it is associated with a specific cancer-related mutation.

Gene→Variant (gene-first): 2064:p.L755P

Genes: 2064

Variants: p.L755P

[Paragraph-level] PMCID: PMC8881279 Section: ABSTRACT PassageIndex: 6

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the variants E401G and S310F alter molecular function by enhancing C-terminal phosphorylation and maintaining the stability of the EGFR-HER2 heterodimer. Oncogenic: The passage indicates that ERBB2 E401G-transduced cells exhibit increased tumor growth capacity in vivo, suggesting that this variant contributes to tumor development or progression.

Gene→Variant (gene-first): 2176:E401G 2064:S310F

Genes: 2176 2064

Variants: E401G S310F

[Paragraph-level] PMCID: PMC8881279 Section: ABSTRACT PassageIndex: 4

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses the evaluation of the phosphorylation of human epidermal growth factor receptor 2 and related proteins, as well as the investigation of the biological effects of the ERBB2 E401G variant, indicating an alteration in molecular function. Oncogenic: The mention of S310F and E321G as known activating mutations suggests that these variants contribute to tumor development or progression, aligning with the oncogenic evidence type.

Gene→Variant (gene-first): 7157:E321G 2176:E401G 2064:S310F

Genes: 7157 2176 2064

Variants: E321G E401G S310F

[Paragraph-level] PMCID: PMC8881279 Section: RESULTS PassageIndex: 17

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage discusses the tumor forming capacity of cells expressing the ERBB2 E401G variant, indicating that this somatic variant contributes to tumor development as evidenced by increased tumor growth in vivo.

Gene→Variant (gene-first): 2176:E401G

Genes: 2176

Variants: E401G

[Paragraph-level] PMCID: PMC8881279 Section: RESULTS PassageIndex: 16

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses the effects of the ERBB2 E401G and S310F variants on the proliferative and invasive capacities of cancer cells, indicating that these variants alter molecular or biochemical functions related to cell behavior. Oncogenic: The evaluation of the proliferative and invasive capacities of cells expressing the ERBB2 variants suggests that these somatic variants contribute to tumor development or progression.

Gene→Variant (gene-first): 2176:E401G 2064:S310F

Genes: 2176 2064

Variants: E401G S310F

[Paragraph-level] PMCID: PMC8881279 Section: RESULTS PassageIndex: 14

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the variants E401G and S310F alter the phosphorylation of downstream signaling pathway proteins, indicating a change in molecular function related to the MAPK pathway. Oncogenic: The evidence suggests that the variants contribute to tumor development or progression by activating signaling pathways associated with cancer, specifically through the ERBB2 dimerization and its effects on downstream signaling.

Gene→Variant (gene-first): 2176:E401G 2064:S310F

Genes: 2176 2064

Variants: E401G S310F

[Paragraph-level] PMCID: PMC8881279 Section: RESULTS PassageIndex: 9

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the variants E401G and S310F lead to increased phosphorylation levels of HER2 and EGFR, indicating that these variants alter molecular function related to protein activity. Oncogenic: The context of the passage suggests that the variants E401G and S310F contribute to tumor development or progression by enhancing the phosphorylation of key HER family proteins involved in oncogenesis.

Gene→Variant (gene-first): 2176:E401G 2064:S310F

Genes: 2176 2064

Variants: E401G S310F

[Paragraph-level] PMCID: PMC8881279 Section: RESULTS PassageIndex: 3

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage describes the ERBB2 E401G variant as a somatic mutation that is associated with ERBB2 gene amplification, indicating its contribution to tumor development or progression. Functional: The passage mentions that multiple computational tools supported a deleterious effect of the ERBB2 E401G variant on the encoded gene product, suggesting that it alters molecular or biochemical function.

Gene→Variant (gene-first): 2176:E401G

Genes: 2176

Variants: E401G

[Paragraph-level] PMCID: PMC11551396 Section: ABSTRACT PassageIndex: 3

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the drug sensitivity and resistance of the exon 20 insertion variants, indicating their correlation with response to specific therapies, particularly EGFR tyrosine kinase inhibitors. Oncogenic: The passage describes somatic mutations in the EGFR gene, specifically the exon 20 insertion variants, which contribute to tumor development in non-small cell lung cancer.

Gene→Variant (gene-first): 1956:L858R 1956:N771insSVD

Genes: 1956

Variants: L858R N771insSVD

[Paragraph-level] PMCID: PMC9402235 Section: ABSTRACT PassageIndex: 2

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses how the variant c.236A>G (p.Tyr79Cys) is associated with von Hippel-Lindau disease (VHL) and suggests that genetic testing for ELOC variants should be performed in individuals with suspected VHL disease, indicating its role in disease classification. Oncogenic: The variant is described as a de novo pathogenic variant identified in a proband with VHL disease and is linked to the development of renal cell carcinoma (RCC), suggesting its contribution to tumor development or progression.

Gene→Variant (gene-first): 3091:c.236A>G 3091:p.Tyr79Cys

Genes: 3091

Variants: c.236A>G p.Tyr79Cys

[Paragraph-level] PMCID: PMC4234187 Section: RESULTS PassageIndex: 16

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the behavior of Kras mutations, specifically KrasC118S and KrasG13D, in the context of transformation and signaling, indicating their role in tumor development and progression. Functional: The analysis of P-Erk1/2 levels upon EGF treatment suggests that the KrasC118S variant alters molecular function related to signaling pathways, as evidenced by the immunoblotting results.

Gene→Variant (gene-first): 4843:C118 4843:C118S 3845:G13D 4893:Q61L

Genes: 4843 3845 4893

Variants: C118 C118S G13D Q61L

[Paragraph-level] PMCID: PMC4234187 Section: RESULTS PassageIndex: 15

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the identification of oncogenic mutations, specifically Q61R/L, in the context of tumor development in Kras+/C118S mice, indicating that these variants contribute to tumor progression. Functional: The mention of the C118S variant in the context of its allelic origin and mutation status suggests an alteration in molecular function related to the Kras gene, which is relevant to its role in oncogenesis.

Gene→Variant (gene-first): 4843:C118S 4893:Q61R 3845:Q61R/L

Genes: 4843 4893 3845

Variants: C118S Q61R Q61R/L

[Paragraph-level] PMCID: PMC4234187 Section: RESULTS PassageIndex: 13

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the KrasG12D allele as promoting lung tumorigenesis, indicating its role in tumor development. Functional: The passage describes the C118S mutation's effect on the tumorigenic activity of the oncogenic Kras allele and its interaction with the non-oncogenic allele, suggesting a change in molecular function related to tumor suppression.

Gene→Variant (gene-first): 4843:C118S 3845:G12D

Genes: 4843 3845

Variants: C118S G12D

[Paragraph-level] PMCID: PMC4234187 Section: RESULTS PassageIndex: 12

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage indicates that the variants G12D and C118S are involved in similar tumorigenesis, suggesting that they contribute to tumor development or progression.

Gene→Variant (gene-first): 4843:C118S 3845:G12D

Genes: 4843 3845

Variants: C118S G12D

[Paragraph-level] PMCID: PMC4234187 Section: RESULTS PassageIndex: 11

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the impact of the KrasC118S variant on tumor progression and its association with different tumor types, indicating that this somatic variant contributes to tumor development or progression. Functional: The analysis shows that the KrasC118S variant is associated with reduced P-Akt signaling, suggesting that it alters molecular function related to signaling pathways involved in tumor biology.

Gene→Variant (gene-first): 4843:C118S

Genes: 4843

Variants: C118S

[Paragraph-level] PMCID: PMC4234187 Section: RESULTS PassageIndex: 10

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses how the KrasC118S variant contributes to tumor development by resulting in fewer tumors and smaller average tumor sizes in mice, indicating its role in tumor progression. Functional: The presence of the KrasC118S allele is shown to alter the tumor characteristics, specifically leading to a shift towards smaller tumors, which suggests an alteration in molecular or biochemical function related to tumor development.

Gene→Variant (gene-first): 4843:C118S

Genes: 4843

Variants: C118S

[Paragraph-level] PMCID: PMC4234187 Section: RESULTS PassageIndex: 9

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the KrasC118S mutation in the context of its role in carcinogenesis and tumor development, particularly in relation to urethane-induced lung tumors characterized by oncogenic Q61R/L mutations in Kras. Functional: The passage implies that the KrasC118S mutation alters the molecular behavior of Kras in the context of tumorigenesis, as it is assessed for its impact on carcinogenesis and tumor development.

Gene→Variant (gene-first): 4843:C118S 3845:Q61R/L

Genes: 4843 3845

Variants: C118S Q61R/L

[Paragraph-level] PMCID: PMC4234187 Section: RESULTS PassageIndex: 7

Evidence Type(s): Oncogenic, Prognostic

Justification: Oncogenic: The passage discusses the KrasC118S variant in the context of its role in mouse models, indicating that it does not lead to significant developmental or physiological defects, which suggests its involvement in tumor development or progression. Prognostic: The passage mentions the median lifespan of KrasC118S/C118S mice compared to Kras+/+ mice, indicating a potential correlation with disease outcome, although the difference was not statistically significant.

Gene→Variant (gene-first): 4843:C118S

Genes: 4843

Variants: C118S

[Paragraph-level] PMCID: PMC4234187 Section: RESULTS PassageIndex: 5

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the C118S mutation affects the ability of eNOS to stimulate the MAPK pathway and provides evidence of altered molecular function through immunoblot analysis of protein levels and activity. Oncogenic: The passage indicates that the C118S mutation is important for carcinogen-induced lung tumorigenesis, suggesting that it contributes to tumor development or progression.

Gene→Variant (gene-first): 4843:C118S 4843:G353>C 4846:S1177D

Genes: 4843 4846

Variants: C118S G353>C S1177D

[Paragraph-level] PMCID: PMC4234187 Section: RESULTS PassageIndex: 3

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the C118S mutation specifically blocks redox-dependent reactions that lead to Ras activation, indicating an alteration in molecular function. Oncogenic: The context of the study involves investigating the effect of the C118S mutation on Ras function during tumorigenesis, suggesting that this somatic variant contributes to tumor development or progression.

Gene→Variant (gene-first): 4843:C118 4843:C118S 4843:G353 transversion to C 4843:G353>C

Genes: 4843

Variants: C118 C118S G353 transversion to C G353>C

[Paragraph-level] PMCID: PMC2970593 Section: RESULTS PassageIndex: 5

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses mutations in the TK domain of EGFR that are critical for its activity, indicating that these variants alter molecular function related to protein activity. Oncogenic: The context of the mutations being in the TK domain of EGFR suggests that they may contribute to tumor development or progression, as this domain is often implicated in oncogenic signaling pathways.

Gene→Variant (gene-first): 1956:C797 NA:E734 NA:T785 1956:E868 1956:L858 1956:R831 NA:W731 1956:Y801

Genes: 1956 NA

Variants: C797 E734 T785 E868 L858 R831 W731 Y801

[Paragraph-level] PMCID: PMC2970593 Section: RESULTS PassageIndex: 3

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage states that the L858R mutation was found to increase sensitivity to the EGFR inhibitor, Erlotinib, indicating a correlation with treatment response. Oncogenic: All mutations mentioned in the passage, including C797Y, E734Q, E868G, L831H, L858R, T785A, W731L, and Y801H, are described as somatic mutations that contribute to tumor development, as they were identified in the tyrosine kinase domain of EGFR in cancer samples.

Gene→Variant (gene-first): 1956:C797Y 1956:E734Q 1956:E868G 1956:L831H 1956:L858R 1956:T785A 1956:W731L 1956:Y801H

Genes: 1956

Variants: C797Y E734Q E868G L831H L858R T785A W731L Y801H

[Paragraph-level] PMCID: PMC7612475 Section: RESULTS PassageIndex: 19

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses how the SF3B1K700E mutation can be therapeutically targeted, indicating a correlation with treatment response to etoposide and olaparib, which are specific therapies. Oncogenic: The SF3B1K700E mutation is implicated in tumor development, as the passage describes its role in creating an HR defect and its effects on tumor growth in xenograft models.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC7612475 Section: RESULTS PassageIndex: 17

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses how the SF3B1 K700E variant contributes to cellular deficits characteristic of BRCA1/2 loss, indicating its role in tumor development or progression. Functional: The variant K700E is shown to alter the recruitment of Rad51 to replication forks and affects replication fork stability, demonstrating a change in molecular function.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC7612475 Section: RESULTS PassageIndex: 14

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the SF3B1K700E variant affects replication fork dynamics and efficiency of replication fork restart, indicating an alteration in molecular function related to DNA replication. Oncogenic: The context of the study involves assessing the impact of the SF3B1K700E mutation on cellular processes relevant to tumor development, such as replication fork dynamics, which suggests a role in oncogenesis.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC7612475 Section: RESULTS PassageIndex: 13

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The D210N variant is described as being catalytically inactivated, which alters its ability to resolve R-loops, indicating a change in molecular function. Oncogenic: The passage discusses the role of the D210N variant in the context of R-loop accumulation and genome instability, which are associated with tumor development and progression.

Gene→Variant (gene-first): 246243:D210N

Genes: 246243

Variants: D210N

[Paragraph-level] PMCID: PMC7612475 Section: RESULTS PassageIndex: 9

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the SF3B1K700E mutation alters the molecular function of homologous recombination (HR) by affecting the formation and resolution of Rad51 foci, indicating a defect in the later stages of HR. Oncogenic: The SF3B1K700E mutation is implicated in tumor development or progression as it affects the ability of cells to resolve recombination intermediates, which is a critical process in maintaining genomic stability in cancer cells.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC7612475 Section: RESULTS PassageIndex: 8

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the SF3B1K700E variant alters the ability of cells to resolve DNA double-strand breaks (DSBs) and impairs homologous recombination (HR) repair, indicating a change in molecular function related to DNA repair mechanisms. Oncogenic: The SF3B1K700E mutation is described as cancer-associated and is shown to contribute to defects in DNA repair, which is a characteristic of oncogenic variants that promote tumor development or progression.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC5613053 Section: ABSTRACT PassageIndex: 2

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the ability of gilteritinib to block mutated FLT3, including the D835Y and F691 mutations, and its correlation with improved survival in models of FLT3-driven AML, indicating a response to therapy. Oncogenic: The D835Y and F691 mutations in FLT3 are implicated in the pathogenesis of acute myeloid leukemia (AML), suggesting that these somatic variants contribute to tumor development or progression.

Gene→Variant (gene-first): 2322:D835Y 2322:F691

Genes: 2322

Variants: D835Y F691

[Paragraph-level] PMCID: PMC7190743 Section: RESULTS PassageIndex: 16

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how various PTEN variants, including A126D, A126P, C124S, G129E, H123Q, P354Q, P38H, Q396R, R130L, and R130Q, alter the molecular function of PTEN by affecting pAKT levels, indicating changes in biochemical activity. Oncogenic: The variants are described in the context of their effects on the PI3-AKT signaling pathway and their ability to exhibit loss of function (LoF) or gain of function (GoF), which are indicative of their roles in tumor development or progression.

Gene→Variant (gene-first): 5728:A126D 5728:A126P 5728:C124S 5728:G129E 5728:H123Q 5728:P354Q 5728:P38H 5728:Q396R 5728:R130L 5728:R130Q

Genes: 5728

Variants: A126D A126P C124S G129E H123Q P354Q P38H Q396R R130L R130Q

[Paragraph-level] PMCID: PMC7190743 Section: RESULTS PassageIndex: 12

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how PTEN variants affect sensorimotor neural circuit function and chemotaxis in C. elegans, indicating that these variants alter molecular or biochemical function. Oncogenic: The context of the passage suggests that the PTEN variants are involved in a pathway related to tumor development or progression, particularly given the focus on mutations in a cancer-related gene.

Gene→Variant (gene-first): 5728:A79T 5728:C124S 5728:D268E 5728:G132D 5728:P354Q 5728:T167N 5728:Y176C

Genes: 5728

Variants: A79T C124S D268E G132D P354Q T167N Y176C

[Paragraph-level] PMCID: PMC7190743 Section: RESULTS PassageIndex: 10

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how various PTEN variants, including C124S, I101T, G132D, D268E, and A79T, alter neuronal growth processes and synapse density, indicating that these variants affect molecular or biochemical functions in neuronal cultures. Oncogenic: The passage mentions that the PHTS variant A79T exhibits a gain-of-function (GoF) phenotype in axonal growth, suggesting that it contributes to tumor development or progression in the context of its association with ASD.

Gene→Variant (gene-first): 5728:A79T 5728:C124S 5728:D268E 5728:G132D 5728:I101T

Genes: 5728

Variants: A79T C124S D268E G132D I101T

[Paragraph-level] PMCID: PMC7190743 Section: RESULTS PassageIndex: 8

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how various PTEN variants, including C124S, G129E, N117S, and Q298E, alter developmental rates in Drosophila, indicating that these variants affect molecular or biochemical function related to insulin signaling and eclosion timing. Oncogenic: The mention of the known gain-of-function variant 4A inducing lethality suggests that some variants contribute to tumor development or progression, aligning with oncogenic behavior.

Gene→Variant (gene-first): 5728:C124S 5728:G129E 5728:N117S 5728:Q298E

Genes: 5728

Variants: C124S G129E N117S Q298E

[Paragraph-level] PMCID: PMC7190743 Section: RESULTS PassageIndex: 5

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the C124S variant alters molecular interactions and functions within the context of PI3P metabolism and signaling, indicating a change in biochemical activity. Oncogenic: The C124S variant is described in the context of genetic interactions that may contribute to tumor development or progression, as it is involved in a synthetic dosage lethality screen related to PTEN's role in cancer biology.

Gene→Variant (gene-first): 5728:C124S

Genes: 5728

Variants: C124S

[Paragraph-level] PMCID: PMC7190743 Section: RESULTS PassageIndex: 3

Evidence Type(s): Diagnostic, Oncogenic, Functional

Justification: Diagnostic: The passage discusses the classification of variants, including C124S, G129E, R130X, and R335X, in relation to their association with conditions such as ASD, PHTS, and somatic cancer, indicating their role in defining or confirming these diseases. Oncogenic: The passage mentions that C124S and G129E have been found in somatic cancer, indicating that these variants contribute to tumor development or progression. Functional: The passage describes several variants, including C124S and G129E, as having well-characterized disruptions on protein function, indicating that they alter molecular or biochemical function.

Gene→Variant (gene-first): 5728:C124S 5728:G129E 5728:R130X 5728:R335X 5728:Y138L

Genes: 5728

Variants: C124S G129E R130X R335X Y138L

[Paragraph-level] PMCID: PMC3973211 Section: RESULTS PassageIndex: 12

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the relationship between p53 mutations (including R175H, R248W, R273H, R282W) and resistance to chemotherapy, specifically noting that cells with these mutations showed higher viability and increased IC50 for various drugs, indicating a correlation with drug resistance. Oncogenic: The passage implies that the p53 mutations contribute to tumor behavior by affecting cell response to chemotherapy, suggesting their role in tumor development or progression.

Gene→Variant (gene-first): 7157:R175H 7157:R248W 7157:R273H 7157:R282W

Genes: 7157

Variants: R175H R248W R273H R282W

[Paragraph-level] PMCID: PMC3973211 Section: RESULTS PassageIndex: 6

Evidence Type(s): Prognostic, Oncogenic

Justification: Prognostic: The passage discusses the association of R248 and R282 mutations with shorter patient survival, indicating a correlation with disease outcome independent of therapy. Oncogenic: The mention of mice carrying the humanized mutation on R248 exhibiting significantly shorter survival time suggests that this somatic variant contributes to tumor development or progression.

Gene→Variant (gene-first): 7157:R175 7157:R248 7157:R273 7157:R282

Genes: 7157

Variants: R175 R248 R273 R282

[Paragraph-level] PMCID: PMC3973211 Section: RESULTS PassageIndex: 4

Evidence Type(s): Prognostic, Oncogenic

Justification: Prognostic: The passage discusses how mutations at Arg248 and Arg282 correlate with significantly shorter overall survival times, indicating a relationship between these variants and disease outcome independent of therapy. Oncogenic: The mention of p53 mutations, including those at Arg248 and Arg282, suggests a role in tumor development or progression, as these mutations are associated with survival outcomes in cancer patients.

Gene→Variant (gene-first): 7157:Arg248 7157:Arg282 7157:G245 7157:R175 7157:R248 7157:R249S 7157:R273 7157:R282 7157:Y220

Genes: 7157

Variants: Arg248 Arg282 G245 R175 R248 R249S R273 R282 Y220

[Paragraph-level] PMCID: PMC5481739 Section: RESULTS PassageIndex: 12

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses the somatic DNMT3A-V716F mutation and its predicted effect on methyltransferase activity, indicating that the variant alters molecular function. Oncogenic: The mention of the somatic DNMT3A-V716F mutation in the context of a tumor suggests that it contributes to tumor development or progression.

Gene→Variant (gene-first): 1788:V716F

Genes: 1788

Variants: V716F

[Paragraph-level] PMCID: PMC7293710 Section: RESULTS PassageIndex: 7

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses how the KRASG12V mutation correlates with increased sensitivity to the antiproliferation therapy of metformin, indicating a predictive relationship between the variant and treatment response. Oncogenic: The KRASG12V mutation is implicated in tumor development as it is mentioned in the context of its effect on cell viability and sensitivity to therapy in colorectal cancer cell lines.

Gene→Variant (gene-first): 3845:G12V

Genes: 3845

Variants: G12V

[Paragraph-level] PMCID: PMC7612117 Section: RESULTS PassageIndex: 15

Evidence Type(s): Predictive, Oncogenic, Functional

Justification: Predictive: The passage discusses the response of KB1(L1363P)P mammary tumors to targeted therapies, indicating that these tumors responded significantly better to cisplatin and the PARP inhibitor AZD2461, which correlates the variant with treatment response. Oncogenic: The variant is associated with tumor development and progression, as it is discussed in the context of mammary tumors and their response to therapies, suggesting a role in cancer biology. Functional: The passage describes how the variant affects the ability of tumor cells to induce RAD51 foci in response to gamma-radiation, indicating an alteration in molecular function related to DNA repair mechanisms.

Gene→Variant (gene-first): 7158:L1363P 7158:p.L1363P

Genes: 7158

Variants: L1363P p.L1363P

[Paragraph-level] PMCID: PMC7612117 Section: RESULTS PassageIndex: 13

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses how KB1(L1363P)P mammary tumors are classified as predominantly carcinosarcomas, indicating that the variant is used to define and classify a specific tumor subtype. Oncogenic: The variant L1363P is associated with the development of carcinosarcomas, suggesting that it contributes to tumor progression and development, which aligns with oncogenic behavior.

Gene→Variant (gene-first): 7158:L1363P 7158:p.L1363P

Genes: 7158

Variants: L1363P p.L1363P

[Paragraph-level] PMCID: PMC7612117 Section: RESULTS PassageIndex: 12

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage indicates that the variant L1363P is associated with mammary tumors exhibiting EMT-like phenotypes, suggesting a role in tumor development or progression.

Gene→Variant (gene-first): 7158:L1363P

Genes: 7158

Variants: L1363P

[Paragraph-level] PMCID: PMC7612117 Section: RESULTS PassageIndex: 11

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses how the Brca1 p.L1363P variant contributes to tumor formation and accelerates tumor development in a mouse model, indicating its role in tumor progression. Functional: The passage indicates that the Brca1 p.L1363P variant has a functional defect that compromises BRCA1-mediated homologous recombination repair (HRR), suggesting an alteration in molecular function.

Gene→Variant (gene-first): 7158:L1363P 7158:p.L1363P

Genes: 7158

Variants: L1363P p.L1363P

[Paragraph-level] PMCID: PMC7612117 Section: RESULTS PassageIndex: 10

Evidence Type(s): Oncogenic

Justification: Oncogenic: The variant p.L1363P is associated with a defect in mammary tumor suppression, indicating its contribution to tumor development or progression.

Gene→Variant (gene-first): 7158:p.L1363P

Genes: 7158

Variants: p.L1363P

[Paragraph-level] PMCID: PMC7612117 Section: RESULTS PassageIndex: 5

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses a functional analysis of the Brca1 p.L1363P variant, indicating that it alters embryonic development and leads to growth defects in mice, which demonstrates its impact on molecular or biochemical function. Oncogenic: The analysis of the Brca1 p.L1363P variant in the context of embryonic development and its comparison to Brca1-null mice suggests that it may contribute to tumor development or progression, as it is associated with severe phenotypes similar to pathogenic mutations in Brca1.

Gene→Variant (gene-first): 7158:p.L1363P

Genes: 7158

Variants: p.L1363P

[Paragraph-level] PMCID: PMC7612117 Section: RESULTS PassageIndex: 4

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage indicates that the homozygous variant p.L1363P in Brca1 leads to embryonic lethality in mice, suggesting that it contributes to tumor development or progression.

Gene→Variant (gene-first): 7158:p.L1363P

Genes: 7158

Variants: p.L1363P

[Paragraph-level] PMCID: PMC7612117 Section: RESULTS PassageIndex: 3

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the variant p.L1407P disrupts the interaction of BRCA1 with PALB2 and predicts that it disables the alpha-helical structure of the coiled-coil domain, indicating an alteration in molecular function. Oncogenic: The use of CRISPR/Cas9 to model the BRCA1 variant in mice suggests that the variant contributes to tumor development or progression, as it is being studied in the context of a gene essential for embryonic development and cancer biology.

Gene→Variant (gene-first): 672:4220T>C 7158:p.L1363P 672:p.L1407P

Genes: 672 7158

Variants: 4220T>C p.L1363P p.L1407P

[Paragraph-level] PMCID: PMC5822176 Section: RESULTS PassageIndex: 4

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage discusses the transformation of tumors associated with the K27M variant, indicating its role in tumor development and progression, particularly in the context of glioblastoma transformation.

Gene→Variant (gene-first): 3417:K27M

Genes: 3417

Variants: K27M

[Paragraph-level] PMCID: PMC5822176 Section: RESULTS PassageIndex: 2

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the identification of H3 K27M-mutant tumors and provides demographic information, indicating that the variant is associated with specific histological diagnoses and patient characteristics. Oncogenic: The mention of H3 K27M in the context of tumors suggests that this somatic variant contributes to tumor development or progression, as it is identified in mutant tumors.

Gene→Variant (gene-first): 3417:K27M

Genes: 3417

Variants: K27M

[Paragraph-level] PMCID: PMC5822176 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Diagnostic, Prognostic, Oncogenic

Justification: Diagnostic: The passage discusses the H3 K27M mutation's association with various tumor types, indicating its role in defining and classifying these tumors, particularly in pediatric and adult cohorts. Prognostic: The passage mentions survival outcomes for patients with H3 K27M-mutant tumors, comparing mean survival times between adults and pediatric patients, which indicates a correlation with disease outcome. Oncogenic: The H3 K27M mutation is described as contributing to tumor development in various glioma types, indicating its role as a somatic variant involved in tumor progression.

Gene→Variant (gene-first): 3417:K27M

Genes: 3417

Variants: K27M

[Paragraph-level] PMCID: PMC3288377 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the frequency of the p.K27M mutation in DIPGs and its association with this specific subtype of brain tumors, indicating its role in defining or classifying the disease. Oncogenic: The p.K27M and p.G34R mutations are described as somatic mutations found in pediatric gliomas, suggesting their contribution to tumor development or progression.

Gene→Variant (gene-first): 3021:p.G34R 3021:p.K27M

Genes: 3021

Variants: p.G34R p.K27M

[Paragraph-level] PMCID: PMC6368247 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the emergence of the ESR1 Y537S mutation in the context of resistance to CDK4/6 inhibitors, indicating a correlation with treatment response and resistance. Oncogenic: The mention of the ESR1 Y537S mutation as a new driver mutation suggests that it contributes to tumor development or progression, particularly in the context of breast cancer.

Gene→Variant (gene-first): 5728:Y537S

Genes: 5728

Variants: Y537S

[Paragraph-level] PMCID: PMC5122709 Section: RESULTS PassageIndex: 3

Evidence Type(s): Predictive, Diagnostic, Oncogenic

Justification: Predictive: The passage discusses patients treated with BRAF inhibitors, specifically mentioning the BRAF V600E mutation, which correlates with response to these therapies. Diagnostic: The passage states that all patients tested positive for the BRAF V600E mutation, indicating its use in defining or confirming the presence of a specific subtype of melanoma. Oncogenic: The BRAF V600E mutation is implicated in the development of melanoma, suggesting its role as a somatic variant contributing to tumor progression.

Gene→Variant (gene-first): 673:V600E

Genes: 673

Variants: V600E

[Paragraph-level] PMCID: PMC2789045 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the FGFR3 mutations (S249C, Y375C, and K652E) alter molecular signaling pathways, specifically the phosphorylation of various proteins, indicating a change in biochemical function. Oncogenic: The passage describes how the mutant FGFR3 variants induce morphological transformation, cell proliferation, and anchorage-independent growth, which are indicative of their role in tumor development and progression.

Gene→Variant (gene-first): 2261:K652E 2261:S249C 2261:Y375C

Genes: 2261

Variants: K652E S249C Y375C

[Paragraph-level] PMCID: PMC9900321 Section: ABSTRACT PassageIndex: 3

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the efficacy of a small-molecule KRASG12D inhibitor, MRTX1133, in treating pancreatic ductal adenocarcinoma, indicating a correlation between the Gly-to-Asp mutation and response to therapy. Oncogenic: The Gly-to-Asp mutation in the KRAS oncogene is described as contributing to tumor development in pancreatic ductal adenocarcinoma, as it is found in more than 90% of patients with this cancer type.

Gene→Variant (gene-first): 3845:Gly-to-Asp

Genes: 3845

Variants: Gly-to-Asp

[Paragraph-level] PMCID: PMC3542862 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses somatic mutations in PIK3CA (including R115P, E542K, H1047L, and H1047R) that contribute to the pathophysiology of macrodactyly, indicating their role in tumor development or progression through activation of the PI3K/AKT signaling pathway. Functional: The passage mentions that the identified mutations lead to AKT activation, which indicates that these variants alter molecular or biochemical function related to cell signaling pathways.

Gene→Variant (gene-first): 5290:E542K 5290:H1047L 5290:H1047R 5163:R115P

Genes: 5290 5163

Variants: E542K H1047L H1047R R115P

[Paragraph-level] PMCID: PMC9837058 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses how mutations in PIK3CA, including G1049R, H1047R, and M1043I/L, contribute to the activation of the PI3K pathway, indicating their role in tumor development or progression. Functional: The passage describes how specific mutations alter the conformation and binding properties of the p110alpha subunit, indicating that these variants affect molecular function related to PI3K activation.

Gene→Variant (gene-first): 5290:G1049R 5290:H1047R 5290:M1043I/L

Genes: 5290

Variants: G1049R H1047R M1043I/L

[Paragraph-level] PMCID: PMC9837058 Section: RESULTS PassageIndex: 18

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the H1047R and G1049R variants alter the molecular interactions and conformations within the kinase domain, indicating a change in biochemical function related to the protein's activity. Oncogenic: The evidence suggests that the H1047R and G1049R variants contribute to activation through disruption of the inhibitory conformation, which is indicative of their role in tumor development or progression.

Gene→Variant (gene-first): 5290:G1049R 5290:H1047R 5290:M1043L 5290:N1068fs

Genes: 5290

Variants: G1049R H1047R M1043L N1068fs

[Paragraph-level] PMCID: PMC9837058 Section: RESULTS PassageIndex: 16

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how C-terminal mutations, including M1043L, H1047R, G1049R, and N1068fs, affect the inhibitory interaction with the C-terminus, indicating an alteration in molecular function. Oncogenic: The mention of "oncogenic mutation" in relation to M1043L, H1047R, and G1049R suggests that these somatic variants contribute to tumor development or progression.

Gene→Variant (gene-first): 5290:G1049R 5290:H1047R 5290:M1043L 5290:N1068fs

Genes: 5290

Variants: G1049R H1047R M1043L N1068fs

[Paragraph-level] PMCID: PMC9837058 Section: RESULTS PassageIndex: 14

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the variants H1047R, G1049R, M1043L, and N1068fs alter membrane binding and ATPase activity, indicating changes in molecular function. Oncogenic: The variants are described in the context of their effects on membrane binding and ATPase activity, which suggests a role in tumor development or progression.

Gene→Variant (gene-first): 5290:G1049R 5290:H1047R 5290:M1043L 5290:N1068fs

Genes: 5290

Variants: G1049R H1047R M1043L N1068fs

[Paragraph-level] PMCID: PMC9837058 Section: RESULTS PassageIndex: 13

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses the intrinsic ATPase activity of the p110alpha mutants, indicating that the variants G1049R, H1047R, and M1043L alter molecular function by exhibiting significantly increased ATPase activity compared to wild type. Oncogenic: The context of the passage implies that the variants are somatic mutations in a cancer-related gene, contributing to tumor development or progression through their altered biochemical activity.

Gene→Variant (gene-first): 5290:G1049R 5290:H1047R 5290:M1043L 5290:N1068fs

Genes: 5290

Variants: G1049R H1047R M1043L N1068fs

[Paragraph-level] PMCID: PMC9837058 Section: RESULTS PassageIndex: 12

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses frequent oncogenic mutants and their role in tumor samples, indicating that these variants contribute to tumor development or progression. Functional: The analysis of the mutants and their binding to full-length p85alpha suggests that these variants alter molecular or biochemical function, specifically in the context of their interaction with regulatory complexes.

Gene→Variant (gene-first): 5290:G1049R 5290:H1047R 5290:H1047R/L 5290:M1043L 5290:M1043L/I 5290:N1044K 5290:N1068fs

Genes: 5290

Variants: G1049R H1047R H1047R/L M1043L M1043L/I N1044K N1068fs

[Paragraph-level] PMCID: PMC9837058 Section: RESULTS PassageIndex: 11

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the H1047R mutation in the context of its role in activating the kinase domain and increasing membrane binding, indicating its contribution to tumor development or progression. Functional: The passage describes how the H1047R mutation alters the molecular interactions and structural organization of the kinase domain, affecting its binding properties and functionality.

Gene→Variant (gene-first): 5290:H1047R 5290:His1047 5290:Met1043

Genes: 5290

Variants: H1047R His1047 Met1043

[Paragraph-level] PMCID: PMC9837058 Section: RESULTS PassageIndex: 9

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the E726K variant in the context of oncogenic mutations and its association with conformational changes that contribute to tumor development, indicating its role in cancer progression. Functional: The passage describes how the E726K variant leads to conformational changes affecting the interaction between the ABD and p85 with the catalytic core, suggesting an alteration in molecular function.

Gene→Variant (gene-first): 5290:E726K

Genes: 5290

Variants: E726K

[Paragraph-level] PMCID: PMC9837058 Section: RESULTS PassageIndex: 4

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses oncogenic mutants (N345K, G106V, and G118D) and their expected role in promoting ABD/iSH2 disengagement, indicating their contribution to tumor development or progression. Functional: The data suggests that the variants alter the dynamics of the ABD-p85 complex and its interaction with the p110alpha catalytic core, indicating a change in molecular function related to binding and mobility.

Gene→Variant (gene-first): 5290:G106V 5290:G118D 5290:N345K

Genes: 5290

Variants: G106V G118D N345K

[Paragraph-level] PMCID: PMC8307492 Section: ABSTRACT PassageIndex: 4

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the association of the L858R variant with overall survival (OS) in patients treated with first-line EGFR inhibitors, indicating its relevance to treatment response. Oncogenic: The L858R variant is mentioned in the context of EGFR mutations in non-small-cell lung cancer (NSCLC), suggesting its role in tumor development or progression as part of the broader analysis of clinically actionable EGFR mutations.

Gene→Variant (gene-first): 1956:L858R

Genes: 1956

Variants: L858R

[Paragraph-level] PMCID: PMC10805385 Section: RESULTS PassageIndex: 17

Evidence Type(s): Oncogenic, Predictive

Justification: Oncogenic: The passage discusses the overexpression of HOXC10 in KRAS-mutant tumors, specifically mentioning the genotype KRAS G12C/TP53 G245V, indicating that these somatic variants contribute to tumor development or progression. Predictive: The passage mentions the efficacy of combined MEK/BET inhibitors causing tumor regression in KRAS-mutant patient-derived xenograft models, suggesting a correlation between the variants and response to therapy.

Gene→Variant (gene-first): 3845:G12C 7157:G245V

Genes: 3845 7157

Variants: G12C G245V

[Paragraph-level] PMCID: PMC10690049 Section: RESULTS PassageIndex: 7

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the response of KRASG12D mutant MEFs to a drug combination, indicating that the variant is associated with resistance to growth inhibition by the therapies tested. Oncogenic: The KRASG12D variant is implicated in tumor behavior, as it is described in the context of MEFs (mouse embryonic fibroblasts) and their growth characteristics, suggesting a role in tumor development or progression.

Gene→Variant (gene-first): 3845:G12D

Genes: 3845

Variants: G12D

[Paragraph-level] PMCID: PMC10690049 Section: RESULTS PassageIndex: 6

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the response of KRAS G12C-mutant cells to specific therapies, indicating a correlation between the variant and sensitivity to the drugs MRTX849/AMG510 and KPT9274. Oncogenic: The variant KRAS G12C is implicated in tumor development, as the passage describes its presence in cancer cell lines and their proliferation in response to treatment, suggesting a role in cancer progression.

Gene→Variant (gene-first): 3845:G12C

Genes: 3845

Variants: G12C