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Supplementary Fig. 5. Kaplan-Meier analysis of the survival of patients with different mutations.

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Current standard of care for patients with pediatric acute lymphoblastic leukemia (ALL) is mainly effective, with high remission rates after treatment. However, the genetic perturbations that give rise to this disease remain largely undefined, limiting the ability to address resistant tumors or develop less toxic targeted therapies. Here, we report the use of next-generation sequencing to interrogate the genetic and pathogenic mechanisms of 240 pediatric ALL cases with their matched remission samples. Commonly mutated genes fell into several categories, including RAS/receptor tyrosine kinases, epigenetic regulators, transcription factors involved in lineage commitment, and the p53/cell-cycle pathway. Unique recurrent mutational hotspots were observed in epigenetic regulators CREBBP (R1446C/H), WHSC1 (E1099K), and the tyrosine kinase FLT3 (K663R, N676K). The mutant WHSC1 was established as a gain-of-function oncogene, while the epigenetic regulator ARID1A and transcription factor CTCF were functionally identified as potential tumor suppressors. Analysis of 28 diagnosis/relapse trio patients plus 10 relapse cases revealed four evolutionary paths and uncovered the ordering of acquisition of mutations in these patients. This study provides a detailed mutational portrait of pediatric ALL and gives insights into the molecular pathogenesis of this disease. Cancer Res; 77(2); 390–400. ©2016 AACR.

Supplementary Fig. 4. p53 pathway is dysregulated in ALL.

Supplementary Fig. 2. Mutations found in the ASXL family of genes.

Supplementary Fig. 1. Mutational spectrum of pediatric ALL.

Supplementary Table 1. Samples used for whole exome and targeted sequencing. Supplementary Table 2. Clinical information of patients. Supplementary Table 3. 560 Genes screened in the targeted sequencing. Supplementary Table 4. Sequences of shRNA or CRISPR-Cas9 sgRNA used in this study. Supplementary Table 5. Sequences of real-time PCR primers used in this study. Supplementary Table 6. Sequences of primers used for Sanger validation of CRISPR-Cas9 indel. Supplementary Table 7. Mutations of KRAS identified in this study have been found in a variety of cancers. Supplementary Table 8. Mutations of PTPN11 in other cancers occurring in the same location as in our ALL cohort. Supplementary Table 9. Recurrent mutation sites of FLT3 in different cancers. Supplementary Table 10. Cell lines or cancer samples harboring either E1099K or T1150A hotspot mutation of WHSC1. Supplementary Table 11. R1446 mutations of CREBBP recurrently occurred in a variety of cancers. Supplementary Table 12. Mutational hotspot (D1399) of EP300 occurring in other cancers occurring in the same location as in our ALL cohort.Supplementary Table 13. Rare mutations occurring in our ALL cohort (mutated in one individual each), but these mutations have been recurrently documented in the COSMIC cancer mutations database. Supplementary Table 14. Mutations of genes involved in DNA repair pathway in relapse samples.

Despite their common use in research, monoclonal antibodies are currently not systematically sequenced. This can lead to issues with reproducibility and the occasional loss of antibodies with loss of cell lines. Hybridoma cell lines have been the primary means of generating monoclonal antibodies from immunized animals, including mice, rats, rabbits, and alpacas. Excluding therapeutic antibodies, few hybridoma-derived antibody sequences are known. Sanger sequencing has been "the gold standard" for antibody gene sequencing, but this method relies on the availability of species-specific degenerate primer sets for amplification of light and heavy antibody genes and it requires lengthy and expensive cDNA preparation. Here, we leveraged recent improvements in long-read Oxford Nanopore Technologies (ONT) sequencing to develop Nanopore Antibody sequencing (NAb-seq): a three-day, species-independent, and cost-effective workflow to characterize paired full-length immunoglobulin light- and heavy-chain genes from hybridoma cell lines. When compared to Sanger sequencing of two hybridoma cell lines, long-read ONT sequencing was highly accurate, reliable, and amenable to high throughput. We further show that the method is applicable to single cells, allowing efficient antibody discovery in rare populations such as memory B cells. In summary, NAb-seq promises to accelerate identification and validation of hybridoma antibodies as well as antibodies from single B cells used in research, diagnostics, and therapeutics.

Despite their common use in research, monoclonal antibodies are currently not systematically sequenced. This can lead to issues with reproducibility and the occasional loss of antibodies with loss of cell lines. Hybridoma cell lines have been the primary means of generating monoclonal antibodies from immunized animals including mice, rats, rabbits and alpacas. Excluding therapeutic antibodies, few hybridoma-derived antibody sequences are known. Sanger sequencing has been “the gold standard” for antibody gene sequencing but relies on the availability of species-specific degenerate primer sets for amplification of light and heavy antibody genes, in addition to lengthy and expensive cDNA preparation. Here we leveraged recent improvements in long-read Oxford Nanopore Technologies (ONT) sequencing to develop NAb-seq: a three-day, species-independent, and cost-effective workflow to characterize paired full-length immunoglobulin light and heavy chain genes from hybridoma cell lines. When compared to Sanger sequencing of two hybridoma cell lines, long-read ONT sequencing was highly accurate, reliable, and amenable to high throughput. We further show that the method is applicable to single cells, allowing efficient antibody discovery in rare populations such as memory B cells. In summary, NAb-seq promises to accelerate identification and validation of hybridoma antibodies as well as antibodies from single B cells used in research, diagnostics and therapeutics.

Novel conjugates that incorporate strategies for increasing the therapeutic payload, such as targeted polymeric delivery vehicles, have great potential in overcoming limitations of conventional antibody therapies that often exhibit immunogenicity and limited drug loading. Click chemistry has significantly expanded the toolbox of effective strategies for developing hybrid polymer-biomolecule conjugates, however, effective systems require orthogonality between the polymer and biomolecule chemistries to achieve efficient coupling. Here, three cycloaddition-based strategies for antibody conjugation to polymeric carriers are explored and show that a purely radical-based method for polymer synthesis and subsequent biomolecule attachment has a trade-off between coupling efficiency of the antibody and the ability to synthesize polymers with controlled chemical properties. It is shown that careful consideration of both coupling chemistries as well as the potential effect of how this modulates the chemical properties of the polymer nanocarrier should be considered during the development of such systems. The strategies described offer insight into improving conjugate development for therapeutic and theranostic applications. In this system, polymerization using conventional and established reversible addition fragmentation chain transfer (RAFT) agents, followed by multiple post-modification steps, always leads to systems with more defined chemical architectures compared to strategies that utilize alkyne-functional RAFT agents.

Current standard of care for patients with pediatric acute lymphoblastic leukemia (ALL) is mainly effective, with high remission rates after treatment. However, the genetic perturbations that give rise to this disease remain largely undefined, limiting the ability to address resistant tumors or develop less toxic targeted therapies. Here, we report the use of next-generation sequencing to interrogate the genetic and pathogenic mechanisms of 240 pediatric ALL cases with their matched remission samples. Commonly mutated genes fell into several categories, including RAS/receptor tyrosine kinases, epigenetic regulators, transcription factors involved in lineage commitment, and the p53/cell-cycle pathway. Unique recurrent mutational hotspots were observed in epigenetic regulators CREBBP (R1446C/H), WHSC1 (E1099K), and the tyrosine kinase FLT3 (K663R, N676K). The mutant WHSC1 was established as a gain-of-function oncogene, while the epigenetic regulator ARID1A and transcription factor CTCF were functionally identified as potential tumor suppressors. Analysis of 28 diagnosis/relapse trio patients plus 10 relapse cases revealed four evolutionary paths and uncovered the ordering of acquisition of mutations in these patients. This study provides a detailed mutational portrait of pediatric ALL and gives insights into the molecular pathogenesis of this disease. Cancer Res; 77(2); 390–400. ©2016 AACR.

Pediatric ALL is the most common childhood tumor and the leading cause of childhood cancer deaths. To gain a better understanding of the landscape of somatic mutations in ALL, we performed whole exome and targeted sequencing of 240 pediatric B-ALL patients with their matched remission samples. The significantly mutated genes fall into several common categories: RAS/receptor tyrosine kinases, epigenetic regulators, transcription factors involved in lineage commitment and p53/cell cycle pathway. RAS/receptor tyrosine kinases: the most frequently mutated genes were members of RAS signaling (NRAS, KRAS, FLT3, PTPN11). Besides the well know hotspot mutations [G12D/V/C (NRAS 13 cases, KRAS 13 cases), G13D (NRAS 14 cases, KRAS 11 cases) and Q61H/L/R/K (NRAS 15 cases, KRAS 1 case)], novel mutational sites were also identified for KRAS: A146T/P (3 cases), K117N/T (4 cases) and V14I (1 case). High frequency missense mutations of PTPN11 clustered in SH2 domain (included the canonical hotspot A72T (5 cases) and E76K/V (4 cases)) and tyrosine-phosphatase catalytic domain (G503R/V). For FLT3, well-appreciated activating hotspot mutations in the kinase domain (D835Y/Y842C) and several novel recurrent mutationswere identified. Epigenetic regulators: hotspot mutations were identified in histone H3K36 methyltransferase WHSC1. Mutation E1099K located in the SET domain, was identified in 10 patients as well as two of the 5 ALL cell lines that we sequenced (RS4;11, SEM). Stable silencing of E1099K mutant WHSC1 in RS4;11 cells by either lentiviral shRNA or CRISPR guide RNA (sgRNA) markedly reduced clonogenic growth both in vitro and in vivo, underscoring the critical role of WHSC1 in lymphoid malignancies. Two highly-related histone/non-histone acetyltransferases, CREBBP and EP300, were also prominently mutated in our cohort. Mutations of CREBBP predominantly occurred in the acetyltransferase domain, particularly in the hotspot R1446C/H. Mutations of chromatin remodeling genes (ARID1A and ARID2) have been identified in a number of cases. Silencing of ARID1A in ALL cell lines by lentiviral shRNA resulted in upregulation of the pro-growth regulator c-MYC, while forced expression of ARID1A reduced c-MYC luciferase reporter activity. In addition, silencing of ARID1A by either shRNA or CRISPR-sgRNA resulted in enhanced clonogenic growth, suggesting that ARID1A may be involved in the c-MYC pathway and modulates the ALL cell proliferation. Mutations of epigenetic regulators were also found in the polycomb complex (EZH2, EED, SUZ12), chromatin/nucleosome structure modifying proteins (CHD2, CHD3, CHD4), TET family proteins [TET1 (2 cases), TET2 (5 cases)] and histone modification proteins (HDAC1, SIRT1, BCOR, BRD8, lysine demethylase PHF2/KDM6A, histone acetyltransferase KAT6B). Transcription factors and p53/cell cycle pathway: a number of alterations of transcription factors essential for hematopoietic and lymphoid differentiation were noted including the lineage regulator PAX5 (5 missense, 3 indels) and ETV6 (6 cases, 3 were frameshift indel and 1 was a splice-site mutations). In addition, mutations were also found in other lineage transcription factors (IKZF2, IKZF3, EBF1), WT1 (6 cases, including 3 indels and 1 stop-gain mutations), RUNX family member [RUNX2 (7 cases), RUNX1 (1 case)], ERG1 (3 cases), GATA1/3 (1 case each) and CTCF. Somatic mutations of genes involved in the p53 pathway occurred in 18 patients, including TP53, ATM and the kinases that regulate p53 activities (HIPK1, HIPK2). Germline TP53 pathogenic variants were found in these 2 patients. Taken together, we extensively interrogated the mutational landscape of a large cohort of pediatric ALL samples by exome and targeted resequencing. This study provides a detailed mutational portrait of pediatric ALL and gives new insights into the molecular pathogenesis of this disease. Disclosures Kantarjian: Amgen: Research Funding; ARIAD: Research Funding; Bristol-Myers Squibb: Research Funding; Pfizer Inc: Research Funding; Delta-Fly Pharma: Research Funding; Novartis: Research Funding. Ogawa:Sumitomo Dainippon Pharma: Research Funding; Kan research institute: Consultancy, Research Funding; Takeda Pharmaceuticals: Consultancy, Research Funding.