Yvonne Saara Gladbach

Mismatch repair deficient (MMR-D) tumors exemplify the prototypic hypermutator phenotype. Owing to the high mutation rates, plenty of neo-antigens are present on the tumor cells’ surface, ideally shared among different cancer types. The MLH1 knock out mouse represents a preclinical model that resembles features of the human MMR-D counterpart. While these mice develop neoplasias in a sequential twin-peaked manner (lymphomas > gastrointestinal tumors (GIT)) we aimed at identification of underlying molecular mechanisms. Using whole-genome sequencing, we focused on (I) shared and (II) mutually exclusive mutations and describe the process of ongoing mutational events in tumor-derived cell cultures. The landscape of MLH1^−/− tumors is heterogeneous with only a few shared mutations being detectable among different tumor entities (ARID1A and IDH2). With respect to coding microsatellite analysis of MMR-D-related target genes, partial overlap was detectable, yet recognizing shared antigens. The present study is the first reporting results of a comparison between spontaneously developing tumors in MMR-D driven tumorigenesis. Additionally to identifying ARID1A as potential causative mutation hotspot, this comprehensive characterization of the mutational landscape may be a good starting point to refine therapeutic concepts.

MLH1 knock out mice develop mismatch repair deficient (MMR-D) neoplasias spontaneously and reflect the diverse clinical presentation of MMR-D-driven carcinogenesis in men. The tumor spectrum includes a high prevalence of early Non-Hodgkin T cell lymphomas (NHL), lymphoid skin lesions as well as later developing epithelial tumors of the gastrointestinal tract (GIT). Using whole-exome sequencing on MLH1^-/- tumors (2x GIT, 1x splenic NHL, 1x skin lymphoma) as well as GIT-derived cell lines (n = 2), we focused on identification of (I) shared and (II) mutually exclusive mutations and described the processes of ongoing mutational events in tumor-derived cultures. MLH1^-/- tumors show high tumor mutational burden with 3/4 primary tumor samples even being ultra-hypermutated (> 100 mut/MB). Missense mutations were more frequent than nonsense mutations, base changes were mainly due to transitions (C>T; A>G). The resulting mutational landscape was heterogeneous and in accordance with the human counterpart, MLH1^-/- tumors frequently harbor mutations in PIK3CA, EGFR, KRAS, and/or ERBB3. Of note, only a few shared mutations were detectable among different tumor entities, among them were ARID1A and IDH2. Mutations in classical tumor suppressor genes SMAD4 and POLE were mutually exclusive in lymphomas, most likely contributing to a more aggressive in vivo phenotype. Comparing the mutational profile of selected tumors and their corresponding cell line revealed continuous increased numbers of somatic gene mutations. The same was true for coding microsatellite mutations in MMR-D target genes. Partial overlap was detectable, yet recognizing shared antigens. Two promising candidates are AKT3, a RAC-gamma serine/threonine-protein kinase and the endonuclease ERCC5 (Excision Repair 5), involved in DNA excision repair. The present study is the first reporting results of a comparison between different spontaneously developing tumors as models for MMR-D driven tumorigenesis. Additionally to identifying ARID1A as causative mutation hotspot, this comprehensive characterization of the mutational landscape may be a good starting point to predict antigens for vaccination approaches. The authors. german research foundation (DFG); grant number: MA5799/2-1. All authors have declared no conflicts of interest.

Regional Student Groups (RSGs) of the International Society for Computational Biology Student Council (ISCB-SC) have been instrumental to connect computational biologists globally and to create more awareness about bioinformatics education. This article highlights the initiatives carried out by the RSGs both nationally and internationally to strengthen the present and future of the bioinformatics community. Moreover, we discuss the future directions the organization will take and the challenges to advance further in the ISCB-SC main mission: “Nurture the new generation of computational biologists”.

MLH1 knock out mice represent a preclinical model that resembles features of the human counterpart. As these mice develop mismatch repair deficient (MMR-D) neoplasias in a sequential twin-peaked manner (first lymphomas, then gastrointestinal tumors) we aimed at identification of the underlying molecular mechanisms. Using whole-exome sequencing, we focused on (I) shared and (II) mutually exclusive mutations and described the processes of ongoing mutational events in tumor-derived cultures. A heterogeneous genetic landscape was found, with few mutations shared among different neoplasias ( ARID1A and IDH2 ). Mutations in tumor suppressor genes SMAD4 and POLE were mutually exclusive in lymphomas, most likely contributing to a more aggressive in vivo phenotype. Comparing the mutational profile of selected primary tumors and their corresponding cell line upon in vitro culture revealed continuous increased numbers of somatic gene mutations. The same was true for coding microsatellite mutations in selected MMR-D target genes, showing a gradual increase during in vitro passage. With respect to this latter type of mutations, partial overlap was detectable, yet recognizing shared vaccination antigens. The two most promising candidates are AKT3 , a RAC-gamma serine/threonine-protein kinase with relevance in maintenance of cellular homeostasis and the endonuclease ERCC5 (Excision Repair 5), involved in DNA excision repair. Novel results of a comparison between spontaneously developing lymphomas and gastrointestinal tumors as models for MMR-D driven tumorigenesis are reported. In addition to identification of ARID1A as a potentially causative mutation hotspot, our comprehensive characterization of the mutational signature is a starting point for immune-based approaches to therapy. Author Summary: This study describes the mutational spectrum of MLH1 ^-/- -associated tumors, spontaneously developing in mice. While these tumors arise at the bottom of the same germline mutation, the clinical presentations as well as resulting molecular alterations are heterogeneous, and thus likely being directly linked. Highly aggressive lymphomas, developing early in life are ultra-hypermutated and harbor mutations in tumor suppressor genes SMAD4 and POLE. Gastrointestinal tumors develop later in life and show different mutations. By performing in-depth whole exome sequencing analysis, we here identified for the first time a common mutational hotspot. ARID1A constitutes a potentially causative mutation, shared among different MLH1 ^-/- -associated tumors and thus irrespective of the origin. Additional interesting and identified candidate genes include AKT3, a RAC-gamma serine/threonine-protein kinase and the endonuclease ERCC5. Both genes are bona fide tumor suppressors with significant relevance in DNA excision repair and maintenance of cellular homeostasis. This finding is of particular relevance for subsequent therapeutic and - even more important - prophylactic vaccination approaches aiming at entity-overlapping treatment of MLH1 ^-/- -related tumors.

The tumor suppressor protein phosphatase and tensin homolog (PTEN) is a key regulator of the PI3K/AKT pathway which is frequently altered in a variety of tumors including a subset of acute B-lymphoblastic leukemias (B-ALL). While PTEN mutations and deletions are rare in B-ALL, promoter hypermethylation and posttranslational modifications are the main pathways of PTEN inactivation. Casein Kinase II (CK2) is often upregulated in B-ALL and phosphorylates both PTEN and DNA methyltransferase 3A, resulting in increased PI3K/AKT signaling and offering a potential mechanism for further regulation of tumor-related pathways. Here, we evaluated the effects of CK2 inhibitor CX-4945 alone and in combination with hypomethylating agent decitabine on B-ALL proliferation and PI3K/AKT pathway activation. We further investigated if CX-4945 intensified decitabine-induced hypomethylation and identified aberrantly methylated biological processes after CK2 inhibition. In vivo tumor cell proliferation in cell line and patient derived xenografts was assessed by longitudinal full body bioluminescence imaging and peripheral blood flow cytometry of NSG mice. CX-4945 incubation resulted in CK2 inhibition and PI3K pathway downregulation thereby inducing apoptosis and anti-proliferative effects. CX-4945 further affected methylation patterns of tumor-related transcription factors and regulators of cellular metabolism. No overlap with decitabine-affected genes or processes was detected. Decitabine alone revealed only modest anti-proliferative effects on B-ALL cell lines, however, if combined with CX-4945 a synergistic inhibition was observed. In vivo assessment of CX-4945 in B-ALL cell line xenografts resulted in delayed proliferation of B-ALL cells. Combination with DEC further decelerated B-ALL expansion significantly and decreased infiltration in bone marrow and spleen. Effects in patient-derived xenografts all harboring a t(4;11) translocation were heterogeneous. We herein demonstrate the anti-leukemic potential of CX-4945 in synergy with decitabine in vitro as well as in vivo identifying CK2 as a potentially targetable kinase in B-ALL.

The Student Council of the International Society for Computational Biology (ISCB-SC) is a student-focused organization for researchers from all early career levels of training (undergraduates, masters, PhDs and postdocs) that organizes bioinformatics and computational biology activities across the globe. Among its activities, the ISCB-SC organizes several symposia in different continents, many times, with the help of the Regional Student Groups (RSGs) that are based on each region. In this editorial we highlight various key moments and learned lessons from the 14th Student Council Symposium (SCS, Chicago, USA), the 5th European Student Council Symposium (ESCS, Athens, Greece) and the 3rd Latin American Student Council Symposium (LA-SCS, Viña del Mar, Chile).

Endothelial progenitor cells (EPCs) are a group of rare cells that play an important role in the repair of injured vascular endothelial cells and assist in reperfusion of ischemic tissue. Decreased production and/or loss of function of EPCs are associated with diabetic vasculopathy. The molecular mechanisms by which diabetes impairs EPCs remain unclear. We conducted microarray experiments followed by integrative regulatory analysis on cells isolated from Akita diabetic mice (18-weeks after onset of diabetes) and age-matched non-diabetic controls. Two types of cells were isolated from mice bone marrow; Lin⁺ cells and Lin^-/VEGF-R2⁺ EPCs. RNA was hybridized to mouse WG-6 V2 beadchips followed by comprehensive gene network analysis and computational validation of the obtained results. In total, 80 genes were exclusively DE between non-diabetic Lin^-/VEGF-R2⁺ EPCs and diabetic Lin^-/VEGF-R2⁺ EPCs, of which the 3 genes Clcnka, Pik3c2a, and Ptf1a are known to be associated with diabetic complications. Further analysis led to the establishment of a TF-miRNA mediated regulatory network specific to diabetic Lin^-/VEGF-R2⁺ EPCs and to identify 11 central-hub TFs (Tbp, Ahr, Trp53, Gata1, Foxo1, Foxo4, Yy1, Max, Pparg, Myc, Cebpa), and 2 miRNAs (mir-139-5p, mir-709) that might act as putative genomic drivers of diabetic pathogenesis in Lin^-/VEGF-R2⁺ EPCs. Moreover, we identified multiple TF-miRNA co-regulatory network motifs for which we validated their contribution to diabetic Lin^-/VEGF-R2⁺ EPCs in terms of statistical significance and relevance to biological evidence. Our findings suggest that diabetic Lin^-/VEGF-R2⁺ EPCs have specifically altered signature genes and miRNAs that render their capacity to proliferate and differentiate.

The volume of molecular observations on human diseases in public databases is continuously increasing at accelerating rates. A bottleneck is their computational integration into a coherent description, from which researchers may derive new well-founded hypotheses. Also, the need to integrate data from different technologies (genetics, coding and regulatory RNA, proteomics) emerged in order to identify biomarkers for early diagnosis and prognosis of complex diseases and therefore facilitating the development of novel treatment approaches. We propose here a workflow for the integrative transcriptomic description of the molecular pathology in Parkinsons’s Disease (PD), including suggestions of compounds normalizing disease-induced transcriptional changes as a paradigmatic example. We integrated gene expression profiles, miRNA signatures, and publicly available regulatory databases to specify a partial model of the molecular pathophysiology of PD. Six genetic driver elements (2 genes and 4 miRNAs) and several functional network modules that are associated with PD were identified. Functional modules were assessed for their statistical significance, cellular functional homogeneity, literature evidence, and normalizing small molecules. In summary, our workflow for the joint regulatory analysis of coding and non-coding RNA, has the potential to yield clinically as well as biologically relevant information, as demonstrated here on PD data.

Mismatch-repair deficiency (MMR-D) is closely linked to hypermutation and accordingly, high immunogenicity. MMR-D-related tumors thus constitute ideal vaccination targets for both therapeutic and prophylactic approaches. Herein, the prophylactic and therapeutic impact of a cellular vaccine on tumor growth and tumor-immune microenvironment was studied in a murine MLH1(-/-) knockout mouse model. Prophylactic application of the lysate (+/- CpG ODN 1826) delayed tumor development, accompanied by increased levels of circulating T cell numbers. Therapeutic application of the vaccine prolonged overall survival (median time: 11.5 (lysate) and 12weeks (lysate + CpG ODN) vs. 3weeks (control group), respectively) along with reduced tumor burden, as confirmed by PET/CT imaging and immune stimulation (increased CD3(+)CD8(+) T - and NK cell numbers, reduced levels of TIM-3(+) cells in both treatment groups). Coding microsatellite analysis of MMR-D-related target genes revealed increased mutational load upon vaccination (total mutation frequency within 28 genes: 28.6% vaccine groups vs. 14.9% control group, respectively). Reactive immune cells recognized autologous tumor cells, but also NK cells target YAC-1 in IFN ELISpot and, even more importantly, in functional kill assays. Assessment of tumor microenvironment revealed infiltration of CD8(+) T-cells and granulocytes, but also upregulation of immune checkpoint molecules (LAG-3, PD-L1).The present study is the first reporting in vivo results on a therapeutic cellular MMR-D vaccine. Vaccination-induced prolonged survival was achieved in a clinically-relevant mouse model for MMR-D-related diseases by long-term impairment of tumor growth and this could be attributed to re-activated immune responses.