Classes Of Mutants Research Articles

Mutational Landscape of Bone Marrow CD19 and CD138 Cells in Waldenström Macroglobulinemia (WM) and IgM Monoclonal Gammopathy of Undetermined Significance (IgM MGUS)

Background Waldenström's Macroglobulinemia (WM) is an incurable B-cell neoplasm characterized by serum monoclonal immunoglobulin M (IgM) and clonal lymphoplasmacytic cells infiltrating the bone marrow (BM). Smoldering WM (sWM) is the asymptomatic/indolent form with a high risk of progressing to symptomatic WM requiring treatment whereas IgM monoclonal gammopathy of undetermined significance (IgM MGUS) is an early precursor stage of WM. Despite recurrent and activating mutations, including MYD88, CXCR4, ARID1A, KMT2D, and CD79B have been identified, the genetic basis for WM and the risk of progression of IgM MGUS to WM remain to be fully elucidated. Methods Based on the mutational profiling of WM and our previous wide transcriptome analyses on BM CD19+ and CD138+ cells of patients with WM and IgM MGUS, we decided to investigate the mutation status of these patients as follows: WM (n=10), sWM (n=7), and IgM MGUS (n=5), by performing high throughput targeted AmpliSeq next generation sequencing on 117 target genes potentially involved in B-cell lymphomagenesis and in the risk of progression of IgM MGUS to WM (Trojani A. et al. Cancers, 2021). Results We identified genetic aberrations in multiple genes, including previously described classic mutations in MYD88 (L260P alias L265P) found in 82.3% (14/17) of WM/sWM patients and in 60% (3/5) of IgM MGUS subjects. The CXCR4 mutation (S338Ter) was detected in 23.5% of CD19+ cells of WM patients, whereas it was absent in IgM MGUS subjects. Interestingly, we also identified new mutated genes, including WNK2 somatic mutations affecting 47% of WM patients, for which a recurrent allelic variant (V1635Ter) was observed, and BCL9 with a recurrent frameshift variant (P516Lfs) identified in 29.4% of WM patients exclusively in the CD19 cell fraction. The BCL9 (P516Lfs) variant was also detected in the B cells of one IgM MGUS patient. Moreover, sequencing evaluation revealed recurrently frameshift or missense mutations involving NFKB2 (L473Afs), PTPN13 (P1546Tfs), CARD11 (S622del), KMT2C (I823T), and ATM in WM and IgM MGUS patients (Figure 1). Of interest, KMT2C (also known as MLL3) exhibited a somatic hypermutated phenotype in both CD19+ and CD138+ cells of WM and IgM MGUS samples. The KMT2C mutations were not mutually exclusive with those involving KMT2D in our cohort of patients. Conclusion The present genomic analysis revealed new insights into the mutational landscape of Waldenström Macroglobulinemia, providing evidence of the recurrence of some variants in subjects with IgM MGUS as well. Notably, we uncovered new genetic mutations with somatic variants recurrently observed (n≥3) in KMT2C, WNK2, BCL9, PTPN13, CARD11 and NFKB2 genes. These recurring somatic events provide a genomic basis for future research and a better understanding of the WM pathogenesis as well as the risk of transformation of IgM MGUS to WM.

Single-nucleus DNA sequencing reveals hidden somatic loss-of-heterozygosity in Cerebral Cavernous Malformations

Cerebral Cavernous Malformations (CCMs) are vascular malformations of the central nervous system which can lead to moderate to severe neurological phenotypes in patients. A majority of CCM lesions are driven by a cancer-like three-hit mutational mechanism, including a somatic, activating mutation in the oncogene PIK3CA, as well as biallelic loss-of-function mutations in a CCM gene. However, standard sequencing approaches often fail to yield a full complement of pathogenic mutations in many CCMs. We suggest this reality reflects the limited sensitivity to identify low-frequency variants and the presence of mutations undetectable with bulk short-read sequencing. Here we report a single-nucleus DNA-sequencing approach that leverages the underlying biology of CCMs to identify lesions with somatic loss-of-heterozygosity, a class of such hidden mutations. We identify an alternative genetic mechanism for CCM pathogenesis and establish a method that can be repurposed to investigate the genetic underpinning of other disorders with multiple somatic mutations.

First-Hit SETBP1 Mutations Cause a Myeloproliferative Disorder with Bone Marrow Fibrosis

Somatic SETBP1 mutations are found in various myeloid disorders covering both myeloproliferative neoplasms (MPN) and myelodysplastic syndromes (MDS). To characterize the early steps of SETBP1-mediated leukemogenesis, we generated a conditional mouse model expressing SETBP1 G870S mutant in the entire hematopoietic tissue through Cre-mediated recombination driven by the Vav1 promoter. In all mice signs of a hematological disease appeared between 30 and 90 days: longitudinal analysis revealed accumulation of white blood cells (WBC) in virtually all heterozygous SETBP1 G870S mice, with a marked imbalance between the lymphoid and myeloid lineages in favor of the latter, and an increase in mature myeloid cells in absence of circulating blasts or non-segmented myeloid precursors. Kaplan-Meier analysis revealed a dramatic decrease in event-free survival in SETBP1 G870S mice. BM histology showed overt myeloid hyperplasia with fibrosis and no evidence of dysplasia except for the megakaryocytic lineage. Exploration of visceral organs highlighted the presence of severe hepatosplenomegaly with massive infiltration by myeloid elements, disruption of normal tissue architecture, and signs of extramedullary hematopoiesis. Single-cell RNA-sequencing (scRNA) on BM Lin - cells identified Mecom, Setbp1 and Hoxa9 among the top upregulated genes in SETBP1 G870S precursors. Pseudotime analysis of scRNA data revealed the presence of 261 spatially autocorrelated genes. Of them 158 were also differentially expressed in SETBP1 G870Svs control mice. Spi1, encoding for the master regulator of hematopoietic differentiation PU.1, was significantly upregulated in SETBP1 G870S precursors. PU.1 promotes the maturation of bone marrow early precursors towards the granulocytic/monocytic lineages by directly impairing the transcription of Gata2 and Gata1. In line with these data, Gata2 and Gata1 expression was profoundly suppressed in the early myeloid precursors of SETBP1 G870S mice, which associated with the down-modulation of markers of the erythroid lineage, such as the Carbonic Anhydrase 1, in the MEP differentiation branch. Ourmouse model recapitulates many clinical features of primary myelofibrosis (PMF). As up to 10% of PMF are triple-negative for the classical JAK2, CALR, and MPL mutations (TN-PMF), we set out to assess SETBP1 mutations in this context. We analyzed 36 TN-PMF patients by exome sequencing. In 29 we did not find any evidence of somatic mutations; in the remaining 7 (7/36; 19.4%) high VAF SETBP1 degron mutations were identified. In two patients SETBP1 was found as a single somatic variant, while in the others it coexisted with ASXL1, NRAS TET2 SRSF2, RIT1 CBL or CSF3R mutations. Notably, SETBP1 mutations were the only shared alterations among all seven patients. A markedly reduced overall survival was observed for SETBP1 positive patients, with a median survival time of 24 months (median survival not reached at 60 months for SETBP1 negative patients). To dissect the clonal architecture of SETBP1 positive TN-PMF at single-cell resolution, we applied single-cell targeted DNA sequencing on 3 SETBP1-mutated TN-PMF samples using the Tapestri technology, showing that, as opposite to MDS/MPN, in all TN-PMF cases SETBP1 is a very early clonal event. Therefore, our study suggests a clear partition of TN-PMF into two groups, the first one characterized by oncogenic, high VAF SETBP1 mutations accompanied by other oncogenic variants and poor prognosis and the other one characterized by no evidence of an active clonal process or of driver oncogenic events and much lower aggressiveness. SETBP1 positive TN-PMF disorders lie in a gray zone comprised between the MPN and MPN/MDS boundary. In MDS/MPN, SETBP1 mutations are often found as mid or late events. In contrast, we show here that in TN-PMF SETBP1 appears to be one of the earliest hits, therefore highlighting a potentially relevant biological difference occurring in the two subsets. In this context the presence of early SETBP1 mutations seems to promote the occurrence of a myeloid disorder characterized by the triad: leukocytosis without differentiation block or dysplasia, BM fibrosis and progressive splenomegaly, hence recapitulating many clinical features of overt or prefibrotic/early PMF and resembling the SETBP1 mouse model.

Somatic Genetic Rescue Involving CSF3R and Other Novel Phosphothyrosine Kinase Receptor Mutations Occurring in Myeloid Malignancies

Somatic gene rescue (SGR), via acquisition and selection of somatic (SM) genetic hits, neutralizes functional defects resulting from hypomorphic germline (GL) mutations. However, this process may be maladaptive and lead to the development of leukemia. Acquisition of SM gain-of-function CSF3R mutations in the context of severe congenital neutropenia (SCN) illustrates such a scenario. Here, we further explored this and similar mechanisms in a cohort of 7121 adults with myeloid neoplasia and bone marrow failure (AML=1473, MDS=2248, other=3400). CSF3R mutations were found in 97 patients. In total, there were 37 and 56 patients with SM and GL mutations, respectively; biallelic GL and SM were 4. Among SM alterations, 18 were pathogenic or likely pathogenic including 8 nonsense truncating variants in class III isoform specific region of the cytoplasmic domain and 10 classical missense mutations in the juxtamembrane region, previously defined in the context of post-SCN AML and CNL. We thus hypothesized that these CSF3R SM mutations may also represent SGR in adult patients harboring hypomorphic GL variants and investigated the presence of SCN-associated alterations ( ELANE, WAS, GFI1) and in other phosphothyrosine kinase receptors (PTKR) such as CSF1R, CSF2RA, CSF2RB, FLT3 and KIT. Indeed, we found biallelic WAS p.D264H GL and CSF3R p.A119T SM in a patient with aplastic anemia (AA). Biallelic CSF3R were present in 4 patients: a) p.Q749X GL withp.M696T SM, b) E835K GL with p.T618I SM, c) p.Y752X GL withp.Q754E SM and d) biallelic p.Y752X GL with p.Q754E GL configuration with T615A SM. Compound heterozygous configuration of CSF3R SM included CSF1R SM variants( CSF3R p.M696T SM & CSF1R p.R294Q GL in a 64 year old. patient with MPN, CSF3R p.M696T SM & CSF1R c.1626+3G>A GL in a 61 year old patient with MDS) and CSF2RB ( CSF3R p.T618I SM & CSF2RB p.V890I GL in a 69 year old female patient with AML with leukopenia). When we analyzed the remaining 66 GL CSF3R variants in 56 carriers (in addition to the aforementioned biallelic combinations), we identified 9 compound heterozygous mutants involving CSF1R SM (n=1), CSF2RA (n=1), CSF2RB (n=3), FLT3(TKD/ITD, n=4/1). Specifically, we found the following configurations and disease associations: a) CSF3R p.V372E GLCSF2RB p.P842L SM in a 49 yo. AA patient who subsequently developed AML with FLT3 TKD, b) MDS patients with CSF3R p.E149 GLCSF1R p.G413S SM, c) CSF3R p.R440Q GL& CSF2RA p.R164Q SM and d) CSF3R p.E405K GL& CSF2RB c.1152+6G>A SM and e) AML patients with CSF3R p.E405K GL& CSF2RB p.R432C SM; f) CSF3R p.L619S GLandg,h)2 AML cases with CSF3R p.E808K GL of which all 3 acquired compound heterozygosity with FLT3 TKD, i) CSF3R p.E808K GLCSF3R p.E835K GL in a 71 year old patient with MDS with FLT3ITD AML. In addition to FLT3 GOF mutations, the most common SM hits observed in CSF3RGLcarriers were ASXL1 (n=12), TET2 (n=12), and SF3B1 (n=12). Identification of somatic and GL alterations in PTKR genes other than CSF3R, led us to systematically analyze these genes as targets of GL and SM CSF3R alterations. In total, we identified 72 GL and 73 SM CSF1R variants, 7 SM and 19 GL CSF2RA and 47 GL and 69 SM CSFR2B. Among these, we found 3 patients with compound heterozygous CSF2RBSMCSF3RGL, one with CSF2RBGLCSF3RGLas described above. We also identified one patient with CSF2RASMCSF3RGL. Finally, we identified two patients with CSF1RGL and CSF3RSM, and one with CSF1RSMCSF3RGLmutations. In summary, our study provides evidence for a tremendous complexity of interaction between less penetrant GL alterations of receptor genes and somatic GOF mutations, which may in some instances, correspond to the result of SGR. It is likely that the degree of LOF corresponds to the selection pressure for somatic rescue lesions.

Molecular Relapse after First-Line Intensive Therapy in Patients with Core-Binding Factor and NPM1-Mutated Acute Myeloid Leukemia - a Filo Study

Background: Patients with Core-Binding Factor (CBF) and NPM1-mutated acute myeloid leukemia (AML) are considered as favorable or intermediate-risk according to the European LeukemiaNet (ELN) 2022 classification and allogeneic hematopoietic cell transplantation (HCT) is usually not considered in those achieving first complete remission (CR) with good molecular response. Close molecular monitoring by quantitative PCR has been widely implemented over time and approximately 30% of patients will experience molecular relapse. However, there is no recommendation on how to manage these patients due to the lack of data from large patient series or clinical trials. In this study, we retrospectively analyzed the outcome of CBF or NPM1-mutated AML patients who had MRD monitoring after having achieved first CR. Methods: All CBF and NPM1-mutated AML patients, aged 18-60 years, who had MRD molecular monitoring (RT-qPCR of RUNX1-RUNXT1 or CBFB-MYH1 transcripts or classical NPM1 mutations) after first-line therapy including induction therapy with daunorubicin/idarubicin and cytarabine followed by intermediate or high-dose cytarabine consolidation, without allogeneic HCT in first CR, were included. MRD measurements were generally performed every three months during follow-up for 24 months in either bone marrow (BM) or peripheral blood (PB). Molecular relapse was defined according to ELN recommendations (Heuser M, Blood 2021) as a conversion from MRD negativity to positivity or an increase in MRD copy numbers >1 log between two positive samples. Results: Between 2010 and 2019, 303 patients from 9 centers with newly diagnosed CBF or NPM1-mutated AML ( RUNX1-RUNX1T1, 19%; CBFB-MYH11, 27%; NPM1, 53%) and available MRD monitoring after first-line therapy were included. Among these patients, 153 (51%) never relapsed, 95 (31%) had molecular relapse, with a median of 326 days (interquartile range [IQR]: 276-438) from initial diagnosis, and 55 (18%) had upfront morphologic relapse (i.e., without prior molecular relapse detected), with a median of 388 days (IQR: 280-559). Patients with molecular and upfront morphologic relapse had higher white blood cell (WBC) count at diagnosis (12 vs. 22 vs. 30 G/l in those without relapse, molecular relapse, and morphological relapse, respectively, P=0.003) and were more likely to have a FLT3-ITD mutation (7% vs. 25% vs. 19%, respectively, P=0.001). In addition, patients with upfront morphologic relapse had a lower log-reduction of MRD during first-line treatment (4.90 vs. 4.93 vs. 3.77, respectively, P=0.009) and were more likely to have CR with positive MRD at the end of treatment in peripheral blood (2% vs. 16% vs. 32%, respectively, P<0.001). Overall survival (OS) was significantly different according to whether patients never relapsed, had molecular relapse, or had upfront morphological relapse (three-year OS of 100% vs. 75% vs. 60%, P<0.001; Figure A). Among the 95 patients with molecular relapse, 53 (56%) received preemptive therapy (median of 48 days [IQR:24-68] from molecular relapse to treatment initiation) and 42 (44%) progressed to morphologic relapse before treatment was initiated (median of 58 days [IQR:36-134] from molecular to morphologic relapse). Patients who received preemptive therapy had a better OS than those who received salvage therapy after having progressed from molecular to morphologic relapse, and those who had upfront morphologic relapse (78% vs. 51% vs. 51% at three years, respectively, P=0.01; Figure B). Preemptive therapy included upfront allogeneic HCT (n=19), intensive chemotherapy (n=21), and non-intensive therapy (n=13) with different OS rates that did not reach statistical significance (92% vs. 79% vs. 58% at three years for upfront allogeneic HCT, intensive chemotherapy, and less intensive therapy, respectively, P=0.09). Conclusion: Up to 30% of patients with CBF or NPM1-mutated AML experienced molecular relapse in our cohort and more than 50% of them received preemptive therapy. Patients treated preemptively at molecular relapse had a better OS than those treated with active disease. Although these results need to be confirmed in larger studies, it supports molecular monitoring during follow-up to start preemptive therapy before overt morphologic relapse. Other techniques for MRD monitoring are urgently needed for AML patients who cannot be monitored by qPCR.

Genome-wide direct quantification of in vivo mutagenesis using high-accuracy paired-end and complementary consensus sequencing.

Error-corrected next-generation sequencing (ecNGS) is an emerging technology for accurately measuring somatic mutations. Here, we report paired-end and complementary consensus sequencing (PECC-Seq), a high-accuracy ecNGS approach for genome-wide somatic mutation detection. We characterize a novel 2-aminoimidazolone lesion besides 7,8-dihydro-8-oxoguanine and the resulting end-repair artifacts originating from NGS library preparation that obscure the sequencing accuracy of NGS. We modify library preparation protocol for the enzymatic removal of end-repair artifacts and improve the accuracy of our previously developed duplex consensus sequencing method. Optimized PECC-Seq shows an error rate of<5×10-8 with consensus bases compressed from approximately 25 Gb of raw sequencing data, enabling the accurate detection of low-abundance somatic mutations. We apply PECC-Seq to the quantification of in vivo mutagenesis. Compared with the classic gpt gene mutation assay using gpt delta transgenic mice, PECC-Seq exhibits high sensitivity in quantitatively measuring dose-dependent mutagenesis induced by Aristolochic acid I (AAI). Moreover, PECC-Seq specifically characterizes the distinct genome-wide mutational signatures of AAI, Benzo[a]pyrene, N-Nitroso-N-ethylurea and N-nitrosodiethylamine and reveals the mutational signature of Quinoline in common mouse models. Overall, our findings demonstrate that high-accuracy PECC-Seq is a promising tool for genome-wide somatic mutagenesis quantification and for invivo mutagenicity testing.

Structural features of thyroglobulin linked to protein trafficking.

Thyroglobulin must pass endoplasmic reticulum (ER) quality control to become secreted for thyroid hormone synthesis. Defective thyroglobulin, blocked in trafficking, can cause hypothyroidism. Thyroglobulin is a large protein (~2750 residues) spanning regions I-II-III plus a C-terminal cholinesterase-like domain. The cholinesterase-like domain functions as an intramolecular chaperone for regions I-II-III, but the folding pathway leading to successful thyroglobulin trafficking remains largely unknown. Here, informed by the recent three-dimensional structure of thyroglobulin as determined by cryo-electron microscopy, we have bioengineered three novel classes of mutants yielding three entirely distinct quality control phenotypes. Specifically, upon expressing recombinant thyroglobulin, we find that first, mutations eliminating a disulfide bond enclosing a 200-amino acid loop in region I have surprisingly little impact on the ability of thyroglobulin to fold to a secretion-competent state. Next, we have identified a mutation on the surface of the cholinesterase-like domain that has no discernible effect on regional folding yet affects contact between distinct regions and thereby triggers impairment in the trafficking of full-length thyroglobulin. Finally, we have probed a conserved disulfide in the cholinesterase-like domain that interferes dramatically with local folding, and this defect then impacts on global folding, blocking the entire thyroglobulin in the ER. These data highlight variants with distinct effects on ER quality control, inhibiting domain-specific folding; folding via regional contact; neither; or both.

Survival analysis of patients with advanced non-small cell lung cancer receiving EGFR-TKI treatment of Yunnan in southwestern China: a real-world study.

Patients with EGFR mutations who have advanced-stage non-small cell lung cancer (NSCLC) already receive tyrosine kinase inhibitors (TKIs) as the standard first-line therapy. Notably, Yunnan is a regional high incidence area of lung cancer in the highlands with a high rate of rare EGFR mutations. Overall, lung cancer patients in Xuanwei may present a distinct subgroup globally. Recent studies suggested that the NSCLC cohort in Xuanwei harbored a significantly higher uncommon mutation rate. However, little was known about the clinicopathological features and treatment efficacy of EGFR-TKI in Yunnan NSCLC patients. This study aimed to investigate the clinical impact of histologic type on the survival outcomes of patients with stage IIIB and IV NSCLC receiving EGFR-TKI treatment of Yunnan in southwestern China. In this retrospective study, we enrolled advanced NSCLC patients (IIIB-IV) with EGFR mutations who were first diagnosed and treated at Yunnan Cancer hospital from January 2016 to December 2019. Sociodemographics, lifestyle, survival, and clinicopathological characteristics of the patients were collected. The Kaplan-Meier method was used to assess the OS and PFS of patients. An analysis of prognostic factors was conducted using Cox regression. A total of 468 eligible patients were included. The median progression-free survival (PFS) and overall survival(OS) were 11.30(95% CI, 10.12-12.48) months and 30.30(95% CI, 26.24-34.36) months. Based on survival analysis among all the patients,females(HR=0.815;95% CI:0.671-0.989; P=0.017), Xuanwei origin (HR=0.776; 95% CI: 0.609-0.989; P=0.040), sample types(HR=0.780; 95% CI: 0.642-0.947; P=0.012) had a longer PFS. Multivariable analysis showed that only the sample type was an independent factor on median PFS with EGFR-TKI therapy. Patients less than 60 years old (HR=1.433; 95% CI:1.134-1.812, P=0.003)had better OS, but objectives with BMI≥24kg/m2(HR=0.653; 95% CI: 0.500-0.864; P=0.002), females(HR=0.776; 95% CI:0.613-0.982; P=0.035)and patients with tissue sample type (HR=0.760; 95% CI:0.600-.0961; P=0.022) had better OS. Notably, subgroup analysis of our study also found that PFS was significantly better in patients with G719X, L861Q, S768I, G719X+L861Q, and G719X+S768I in Xuanwei than classical mutation ones, including 19-Del and L858R (median 22.7 vs. 12.0 months, HR=0.523, P=0.010), while PFS was inferior in patients with rare mutations of EGFR in non-Xuanwei than the classical mutation ones (median 5.10 vs. 11.10 months, HR=1.760, P=0.015). NSCLC patients in Yunnan displayed a unique EGFR mutation profile, especially a higher prevalence of EGFR uncommon and compound mutations subtype. This study indicates prognostic factors of NSCLC treated with EGFR-TKI in Yunan and Xuanwei. This study will provide new clinical evidence for EGFR-TKI-targeted therapy in patients with rare EGFR mutations in China and worldwide. More researchs were needed for NSCLC EGFR-TKI therapy and medical insurance policy-making in Yunnan, Xuanwei area and uncommon especially.

A dominant pathogenic MEFV mutation causes atypical pyrin-associated periodic syndromes.

Pyrin, a protein encoded by the MEFV gene, plays a vital role in innate immunity by sensing modifications in Rho GTPase and assembling the pyrin inflammasome, which in turn activates downstream immune responses. We identified a novel and de novo MEFV p.E583A dominant variant in 3 patients from the same family; the variant was distinct from the previously reported S242 and E244 sites. These patients exhibited a phenotype that diverged from those resulting from classical MEFV gene mutations, characterized by the absence of recurrent fever but the presence of recurrent chest and abdominal pain. Colchicine effectively controlled the phenotype, and the mutation was found to induce pyrin inflammasome assembly and activation in patients' peripheral blood mononuclear cells (PBMCs) and cell lines. Mechanistically, truncation experiments revealed that the E583A variant affected the autoinhibitory structure of pyrin. Our study offers insights into the mechanisms underlying pyrin inflammasome activation.

FRI119 Cardiac Biomarkers In Fabry Disease Exhibit Distinct Associations With Cardiovascular Outcomes: A (Rare) Prism For Cardiovascular Endocrinology

Abstract Disclosure: E. Shemesh: None. R. Rusk: None. P. Feigin: None. P. Deegan: None. Background: Fabry disease (FD) (OMIM 301500) is a rare x-linked metabolic disorder. Cardiovascular involvement in this rare metabolic disorder is common, including hypertrophy, fibrosis, heart failure and arrythmias. Troponin concentrations are often continuously elevated in FD patients, which at times may lead to false assumptions and unnecessary invasive investigations. Furthermore, while nt-proBNP, another cardiac biomarker, is regarded by some as a valuable biomarker in FD, its concentrations might be falsely high due to renal involvement in the disease. We sought to explore the associations between these cardiac biomarkers with myocardial architecture and clinical outcomes in patients with FD. Hypothesis: Biomarkers in FD associate similarly with myocardial architecture and clinical outcomes. Results: 107 patients from a tertiary referral center in the United Kingdom were included in this study. Mean age at first visit was 44.5±17 years. Study population was composed of 40 males and 67 females. Twenty males and 43 females carried a classic mutation. At baseline, 27% had elevated troponin concentrations and 30% of patients had elevated nt-proBNP concentrations. Throughout follow-up, 17 cardiac-related hospitalizations were recorded, and 12 cardiac-related deaths occurred. While troponin and nt-proBNP concentrations at baseline were closely related (r= 0.5, p &amp;lt; 0.05), distinct associations with future occurrence of cardiac architecture pathologies were noted: elevated troponin concentrations associated with presence of late gadolinium enhancement and left ventricular hypertrophy in a statistically significant manner (late gadolinium enhancement: r=0.54, p&amp;lt;0.05; hypertrophy: r-0.45, p&amp;lt;0.05), but nt-proBNP did not. However, both biomarkers associated with adverse clinical outcomes, and nt-proBNP displayed stronger correlation with future heart failure events than troponin (r= 0.52, p&amp;lt;0.05 vs r=0.3, p&amp;lt;0.05). Neither troponin nor nt-proBNP baseline concentrations associated with the implantation of cardiac device (defibrillator or pacemaker). Conclusions: Cardiac biomarkers associate differently with myocardial architecture pathologies, but similarly with clinical outcomes in FD. Our results imply distinct roles for troponin and nt-proBNP in adverse cardiac events in FD. Presentation: Friday, June 16, 2023

139P The characteristics in Chinese NSCLC patients with different BRAF mutation classes

139P The characteristics in Chinese NSCLC patients with different BRAF mutation classes

Comparative Genomic Analysis and Clinical Outcomes of BRAF-mutated Advanced Biliary Tract Cancers.

BRAF mutations are rare in biliary tract cancers (BTC), but are of interest given the recent developments in targeted therapy for BTC. We investigated the clinical outcomes in a cohort of BRAF-mutant advanced BTC treated with first-line chemotherapy. Furthermore, we investigated the genomic landscape of BRAF class I, II, and III mutations in the intrahepatic cholangiocarcinoma (iCCA) subgroup of BTC. We analyzed two nonoverlapping cohorts. We examined the genomic landscape of BRAF-mutated iCCA in a "genomic cohort" [187 class I, 82 class II, 113 class III BRAF mutants and 8,026 wildtype (WT)]. We also analyzed median progression-free survival (PFS) and overall survival (OS) on first-line chemotherapy in a separate multi-institutional "clinical cohort" of patients with BTC (including iCCA and extrahepatic cholangiocarcinoma (eCCA) and gallbladder cancer; 41 class I, 32 class II+III BRAF mutants and 1,042 WT). In the entire BTC clinical cohort, the median PFS was shorter for class I [HR, 2.11 (P < 0.001)] and class II+III [HR, 1.72 (P = 0.007)] as compared with BRAF WT. OS was also shorter in class I [HR, 2.04 (P = 0.011)] and class II+III [HR, 1.86 (P = 0.002)] as compared with BRAF WT. In the iCCA subgroup, class I alterations were mutually exclusive with FGFR2, IDH1/2, ERBB2, and KRAS mutations. Class II+III mutations appear to be mutually exclusive with FGFR2 and KRAS. In BTC, all classes of BRAF mutations are associated with a worse prognosis. BRAF mutations occur in 5% of iCCA subgroup and may be mutually exclusive with other targetable mutations.

PLCG2-associated immune dysregulation (PLAID) comprises broad and distinct clinical presentations related to functional classes of genetic variants

Pathogenic variants of phospholipase C gamma 2 (PLCG2) cause 2 related forms of autosomal-dominant immune dysregulation (ID), PLCγ2-associated antibody deficiency and immune dysregulation (PLAID) and autoinflammatory PLAID (APLAID). Since describing these conditions, many PLCG2 variants of uncertain significance have been identified by clinical sequencing of patients with diverse features of ID. We sought to functionally classify PLCG2 variants and explore known and novel genotype-function-phenotype relationships. Clinical data from patients with PLCG2 variants were obtained via standardized questionnaire. PLCG2 variants were generated by mutagenesis of enhanced green fluorescent protein (EGFP)-PLCG2 plasmid, which was overexpressed in Plcg2-deficient DT-40 B cells. B-cell receptor-induced calcium flux and extracellular signal-regulated kinase phosphorylation were assayed by flow cytometry. In some cases, stimulation-induced calcium flux was also measured in primary patient cells. Three-fourths of PLCG2 variants produced functional alteration of B-cell activation, invitro. Thirteen variants led to gain of function (GOF); however, most functional variants defined a new class of PLCG2 mutation, monoallelic loss of function (LOF). Susceptibility to infection and autoinflammation were common with both GOF and LOF variants, whereas a new phenotypic cluster consisting of humoral immune deficiency, autoinflammation, susceptibility to herpesvirus infection, and natural killer cell dysfunction was observed in association with multiple heterozygous LOF variants detected in both familial and sporadic cases. In some cases, PLCG2 variants produced greater effects in natural killer cells than in B cells. This work expands the genotypic and phenotypic associations with functional variation in PLCG2, including a novel form of ID in carriers of heterozygous loss of PLCG2 function. It also demonstrates the need for more diverse assays for assessing the impact of PLCG2 variants on human disease.

Mathematical runtime analysis for the non-dominated sorting genetic algorithm II (NSGA-II)

The non-dominated sorting genetic algorithm II (NSGA-II) is the most intensively used multi-objective evolutionary algorithm (MOEA) in real-world applications. However, in contrast to several simple MOEAs analyzed also via mathematical means, no such study exists for the NSGA-II so far. In this work, we show that mathematical runtime analyses are feasible also for the NSGA-II. As particular results, we prove that with a population size four times larger than the size of the Pareto front, the NSGA-II with two classic mutation operators and four different ways to select the parents satisfies the same asymptotic runtime guarantees as the SEMO and GSEMO algorithms on the basic OneMinMax and LeadingOnesTrailingZeroes benchmarks. However, if the population size is only equal to the size of the Pareto front, then the NSGA-II cannot efficiently compute the full Pareto front: for an exponential number of iterations, the population will always miss a constant fraction of the Pareto front. Our experiments confirm the above findings.

BRAF Non-V600 Mutations in Metastatic Colorectal Cancer.

Colorectal cancer (CRC) is the third leading cause of cancer-related deaths in the United States. Despite advancements in detection and therapeutic options, patients with metastatic CRC continue to face poor survival rates. The heterogeneity of oncogenic alterations, including BRAF mutations, poses a substantial challenge in identifying optimal treatment approaches. Notably, BRAF non-V600 mutations, encompassing class II and class III mutations, exhibit the distinct patterns of the signaling pathways and responses to targeted therapies compared to BRAF V600 mutations (class I). Nevertheless, the current classification system may underestimate the complexity and heterogeneity of BRAF-mutant CRC. Ongoing clinical trials are actively investigating targeted therapies for BRAF non-V600 mutations, but they are being confronted with patient recruitment obstacles due to the genetic diversity of these alterations. Continued research is needed to refine mutation subtyping, identify effective treatment strategies, and improve outcomes for patients with BRAF non-V600-mutant CRC. Enhancing our understanding and management of this specific subgroup of CRC is crucial for developing personalized treatment approaches and advancing patient care. This manuscript provides a comprehensive overview of the recent advances in and perspectives on BRAF non-V600 alterations in colorectal cancer, including relevant ongoing clinical trials.

P14.04.B CIRCULATING TUMOR CELLS AS A NON-INVASIVE GLIOBLASTOMA DIAGNOSTIC AND PROGNOSTIC TOOL

Abstract BACKGROUND Circulating tumor cells (CTCs) detection in the blood of glioblastoma (GBM) patients can facilitate the assessment of tumoral information without the need for invasive approaches. Our aim is to use GBM CTCs to obtain knowledge about the tumor and improve the current GBM diagnosis and prognosis. MATERIAL AND METHODS We collected primary, matched recurrent GBM and healthy controls blood samples. CTCs were enriched from whole blood controls with Parsortix Cell Separation System and analysed on DEPArray system. CTCs were recognized by immunofluorescence with GFAP.The CTCs have been counted for all the samples. Copy Number Aberrations (CNAs) analysis was performed on CTCs. To compare CTCs genetic background with the same patient’s primary and recurrence tissues, whole exome sequencing (WES) was realized on tumor tissues. Recurrence of GBM was diagnosed according to the RANO criteria +/-path proven second surgery +/- FET PET imaging proven. We assessed tumor volume of contrast enhanced (CE) (as a surrogate marker of BBB damage) and nCE at the time of the CTCs collection by seminautomatic segmentation on ITKsnap software. RESULTS We found CTCs in GBM patients newly diagnosed at the time of first surgery (86%) but also at recurrence (100 %). Cell counting demonstrated in both primary and recurrent GBM patients’ blood a statistically significantly higher number of CTCs compared to healthy controls (average of cells number 15.8 vs 2.3). Interestingly, recurrent GBM patients showed more CTCs than primary GBM patients (average 9 vs 22.7). CNAs analysis confirmed the tumor status of the selected CTCs. Some of GBM classical mutations (in HTERT promoter, BRAF, PTEN, PI3KCA and EGFR genes) have been searched both in the tumor tissues and in the CTCs. HTERT was found mutated in CTCs of one patient’s tumor carrying mutant HTERT and wild type IDH1/2. We also included three IDH1 mutant glioma patients and one BRAFV600E mutant GBM patient in order to track these in CTCs. We did not find BRAF mutations in CTCs isolated from one recurrent BRAFV600E GBM patient with a very low allele frequency in the recurrent tumor (&amp;lt;1%). CONCLUSION We found CTCs in GBM patients newly diagnosed and at recurrence. Several factors may affect CTCs release such as tumor volume, CE and the CTCs genetic BACKGROUND , which seems to be heterogeneous. CTCs detection by our methodology could be helpful in the clinical setting for diagnostic, prognostic and theranostic purposes and for patients monitoring. Prospective study is ongoing in order to assess CTCs variations on and after therapy. This study, first investigated the genetic heterogeneity of CTCs released in the blood flow from the parental tumor.

Caenorhabditis elegans models for striated muscle disorders caused by missense variants of human LMNA.

Striated muscle laminopathies caused by missense mutations in the nuclear lamin gene LMNA are characterized by cardiac dysfunction and often skeletal muscle defects. Attempts to predict which LMNA variants are pathogenic and to understand their physiological effects lag behind variant discovery. We created Caenorhabditis elegans models for striated muscle laminopathies by introducing pathogenic human LMNA variants and variants of unknown significance at conserved residues within the lmn-1 gene. Severe missense variants reduced fertility and/or motility in C. elegans. Nuclear morphology defects were evident in the hypodermal nuclei of many lamin variant strains, indicating a loss of nuclear envelope integrity. Phenotypic severity varied within the two classes of missense mutations involved in striated muscle disease, but overall, variants associated with both skeletal and cardiac muscle defects in humans lead to more severe phenotypes in our model than variants predicted to disrupt cardiac function alone. We also identified a separation of function allele, lmn-1(R204W), that exhibited normal viability and swimming behavior but had a severe nuclear migration defect. Thus, we established C. elegans avatars for striated muscle laminopathies and identified LMNA variants that offer insight into lamin mechanisms during normal development.

Gamma rays induced enhancement in the phytonutrient capacities of tomato (Solanum Lycopersicum L.)

One of the most important problems for the field-grown Ayaş tomato (Solanum lycopersicum Ayas population), which is preferred for consumption in Central Anatolia because of its aromatic taste, is that the shelf life is short because of insufficient fruit firmness. Therefore, a study was initiated to develop high-quality lines and variety candidates through mutation breeding in the current Ayaş population. In this study, the effective mutation dose (EMD50) was found to be 150 Gy for seeds using a Cobalt-60 gamma ray source. The main mutant population was generated by applying EMD50. During the study, mutant lines selected by following the classical mutation breeding stages were evaluated in terms of yield and quality traits (antioxidant content, total soluble solid amount, fruit firmness, Brix, etc.) starting from the M4 stage. One of our aims was to determine and improve the phytonutrient content of field-grown tomatoes. The fruits of selected lines at the M4 stage were extracted by liquid-liquid partition and accelerated solvent extraction techniques and analyzed by High Performance Liquid Chromatography (HPLC) in this study. It was found that 28 of the 29 mutant lines were significantly different from the control and mutant lines. Mutant lines 9-22, 8-90, 8-135, and 8-127 were determined to be the most promising for commercialization.

Mutations from patients with IPEX ported to mice reveal different patterns of FoxP3 and Treg dysfunction

Mutations of the transcription factor FoxP3 in patients with "IPEX" (immune dysregulation, polyendocrinopathy, enteropathy, X-linked syndrome) disrupt regulatory Tcells (Treg), causing an array of multiorgan autoimmunity. To understand the functional impact of mutations across FoxP3 domains, without genetic and environmental confounders, six human FOXP3 missense mutations are engineered into mice. Two classes of mutations emerge from combined immunologic and genomic analyses. A mutation in the DNA-binding domain shows the same lymphoproliferation and multiorgan infiltration as complete FoxP3 knockouts but delayed by months. Tregs expressing this mutant FoxP3 are destabilized by normal Tregs in heterozygous females compared with hemizygous males. Mutations in other domains affect chromatin opening differently, involving different cofactors and provoking more specific autoimmune pathology (dermatitis, colitis, diabetes), unmasked by immunological challenges or incrossing NOD autoimmune-susceptibility alleles. This work establishes that IPEX disease heterogeneity results from the actual mutations, combined with genetic and environmental perturbations, explaining then the intra-familial variation in IPEX.

Analysis of rare fusions in NSCLC: Genomic architecture and clinical implications

ObjectivesMolecular diagnosis for targeted therapies has been improved significantly in non-small-cell lung cancer (NSCLC) patients in recent years. Here we report on the prevalence of rare fusions in NSCLC and dissect their genomic architecture and potential clinical implications. Materials and MethodsOverall, n = 5554 NSCLC patients underwent next-generation sequencing (NGS) for combined detection of oncogenic mutations and fusions either at primary diagnosis (n = 5246) or after therapy resistance (n = 308). Panels of different sizes were employed with closed amplicon-based, or open assays, i.e. anchored multiplex PCR (AMP) and hybrid capture-based, for detection of translocations, including “rare” fusions, defined as those beyond ALK, ROS1, RET and <0.5 % frequency in NSCLC. ResultsRare fusions involving EGFR, MET, HER2, BRAF and other potentially actionable oncogenes were detected in 0.5% (n = 26) of therapy-naive and 2% (n = 6) TKI-treated tumors. Detection was increased using open assays and/or larger panels, especially those covering >25 genes, by approximately 1–2% (p = 0.001 for both). Patient characteristics (age, gender, smoking, TP53 co-mutations (56%), or mean tumor mutational burden (TMB) (4.8 mut/Mb)) showed no association with presence of rare fusions. Non-functional alterations, i.e. out-of-frame or lacking kinase domains, comprised one-third of detected rare fusions and were significantly associated with simultaneous presence of classical oncogenic drivers, e.g. EGFR or KRAS mutations (p < 0.001), or use of larger panels (frequency of non-functional among the detected rare fusions 57% for 25+ gene- vs. 12% for smaller panels, p < 0.001). As many rare fusions were identified before availability of targeted therapy, mean survival for therapy-naïve patients was 23.8 months, comparable with wild-type tumors. ConclusionApproximately 1–2% of advanced NSCLC harbor rare fusions, which are potentially actionable and may support diagnosis. Routine adoption of broad NGS assays capable to identify exact fusion points and potentially retained protein domains can increase the yield of therapeutically relevant molecular information in advanced NSCLC.