Frequent Relapses Research Articles

Abstract PO-002: Intrinsically disordered regions -induced CAR condensation improves the cytotoxicity of CAR-Ts against low-antigen cancers

Abstract Chimeric antigen receptor (CAR)-T cell-based therapies demonstrate remarkable efficacy for the treatment of otherwise intractable cancers, particularly B-cell malignancies. However, CAR-T cells respond to only a subset of cancers and are limited by low signaling efficiency: a few hundred or thousand antigen molecules are required to activate a CAR T cell whereas a single peptide-loaded MHC molecule is sufficient to trigger the activation of a normal T cell. This low antigen sensitivity not only limits the current CAR-T therapy to high antigen-expressing cancers, but also results in high frequencies of relapse, during which high antigen-expressing cancers downregulate their antigen levels to escape CAR-T’s attacking. To improve the antigen sensitivity of CAR-T cells, we engineered CARs targeting CD19 by including intrinsically disordered regions (IDRs) that promote signaling condensation. The “IDR CARs” triggered enhanced membrane-proximal signaling in the CAR-T synapse, which led to an increased release of cytotoxic factors, a higher killing activity towards low antigen-expressing cancer cells in vitro, and an improved anti-tumor efficacy in vivo. No elevated tonic signaling was observed in IDR CAR-Ts. Together, we demonstrated IDRs as a new tool set to enhance CAR-T cytotoxicity and to broaden CAR-T’s application to low antigen-expressing cancers. Citation Format: Xinyan Zhang, Qian Xiao, Longhui Zeng, Fawzaan Hashmi, Xiaolei Su. Intrinsically disordered regions -induced CAR condensation improves the cytotoxicity of CAR-Ts against low-antigen cancers [abstract]. In: Proceedings of the Fourth AACR International Meeting on Advances in Malignant Lymphoma: Maximizing the Basic-Translational Interface for Clinical Application; 2024 Jun 19-22; Philadelphia, PA. Philadelphia (PA): AACR; Blood Cancer Discov 2024;5(3_Suppl):Abstract nr PO-002.

ETMR-06. PNOC031 - INTERNATIONAL TRIAL FOR EMBRYONAL TUMOR WITH MULTILAYERED ROSETTES

Abstract Embryonal tumors with multilayered rosettes (ETMR) are aggressive central nervous system neoplasms with unfavorable prognosis, exhibiting rapid disease progression and frequent post-therapeutic relapse. The rarity of ETMR necessitates global collaboration to advance therapies. Radiotherapy (RT) has been associated with improved survival outcomes in ETMR with case series revealing that nearly half of ETMR patients treated without RT relapse within six months of diagnosis. However, RT is often withheld due to young patient age and neurodevelopmental considerations. This high-rate of on-treatment relapse is unique to ETMR and suggests that radiation-sparing regimens may be suboptimal. PNOC031 is an international collaboration, establishing a global clinical trial to innovate and improve therapeutic interventions for children with ETMR. Eligible patients with newly-diagnosed ETMR are stratified into three cohorts: Cohort 1 - gross total resection/RT-eligible patients to receive early focal radiotherapy (RT); Cohort 2 – gross total resection/not RT-eligible to receive high-dose chemotherapy with autologous stem cell rescue; and Cohort 3 – less than gross total resection or with metastatic disease to receive RT or high-dose chemotherapy per RT eligibility, based on age and tumor location. Cohort 1 will test the hypothesis if early RT improves outcomes in a pilot cohort of 20 patients. Patients will receive six weeks of induction chemotherapy, followed by focal irradiation and an additional six weeks of chemotherapy. Six-month progression-free survival will be assessed to determine the impact of radiotherapy on the rate of early relapse. Cohorts 2 and 3 will allow collection of uniform prospective clinical data using a common treatment backbone, to inform future clinical trial design for ETMR. Incorporating a myriad of correlative studies, including next-generation sequencing, cerebrospinal fluid analyses, microbiome profiles, and evaluations of social determinants of health alongside cognitive outcomes, will enhance comprehensive understanding of clinical responses and advance therapeutic options for this high risk disease.

MDB-26. GENE REGULATORY NETWORK LANDSCAPE OF GROUP 3/4 MEDULLOBLASTOMA

Abstract Intra-tumor heterogeneity in brain cancers contributes to therapy resistance and relapse through positive selection of resistant tumor cell populations. Resolving the molecular mechanisms driving intra-tumor heterogeneity will uncover tumor-specific vulnerabilities and advance effective treatment strategies. Group 3/4 medulloblastomas, the most common embryonal cerebellar tumor subgroup, are highly heterogeneous tumors with high frequency of relapse which are almost certainly fatal. Here, we generated and analyzed a comprehensive single-cell multi-omic Group 3/4 medulloblastoma atlas, comprising 355,295 cells from 38 tumor patients representing eight Group 3/4 molecular subtypes. We identified transcription factor gene regulatory networks driving intra- and inter-tumor heterogeneity in Group 3/4 medulloblastoma, and determined the common regulatory framework that drives this heterogeneity. We show that Group 3/4 tumor diversity stems from differential enrichment of cell-states along four molecular identity axes: photoreceptor, MYC, precursor, and unipolar brush cell-like. Further, we show that intermediate subtype I/VII tumors exhibit a unique biology where a tumor exhibits dual Group 3 and Group 4-like tumor cell-states in a single tumor, and for a subset of these tumors, we identified a potential role of PAX6 in driving the observed dual trajectory. Altogether, our study demonstrates how oncogenic events together with key lineage determinants hijack normal developmental programs and drive Group 3/4 tumor identity away from the normal cerebellar unipolar brush cell-lineage.

EPEN-01. DISTINCT RELAPSE PATTERN ACROSS MOLECULAR EPENDYMOMA TYPES

Abstract BACKGROUND Ependymoma (EPN) is not a uniform disease but represents different tumor types with biological and clinical heterogeneity. Some types have an excellent prognosis; others display frequent relapse. However, the pattern of when and where different types of EPN relapse is largely unknown. METHODS We assembled 552 intracranial EPN from pediatric (n=445) and adult (n=107) patients from European and Northern American cohorts and correlated DNA methylation patterns and copy-number alterations with clinical information. Median age at diagnosis was 13.4±18.8 (0.1 – 80) years. RESULTS In 271/552 (49.1%) of included EPN relapse occurred. First relapses occurred in the initial tumor bed in 70.9%, 22.4% were metastatic only, and 6.7% were combined local and metastatic. First relapses of PF-EPN-B (PF: posterior-fossa) and PF-EPN-SE (SE: subependymoma) occurred later than of PF-EPN-A, ST-EPN-YAP (ST: supratentorial), or ST-EPN-ZFTA (median time to relapse: 4.3 and 6.0 years vs. 1.9/1.0/2.5 years; p<0.01). Metastatic or combined recurrences in PF-EPN-B and -A occurred more often in the spinal cord than in ST-EPN-ZFTA (75.0% and 40.0% vs. 12.5%; p<0.01). In the latter, relapse occurred more frequently when harboring an alternative fusion or CDNK2A loss (p<0.01, respectively). No distant relapses were observed in ST-EPN-YAP (n=9) or PF-EPN-SE (n=60). Post-relapse survival (PRS) was poor for PF-EPN-A and ST-EPN-ZFTA (5-year PRS: 44.5±4.4/ 47.8±9.1%), whereas PF-EPN-B and PF-EPN-SE displayed a 5-year PRS of 89.5±7.1/ 90.0±9.5% (p=0.03). However, 10-year PRS for PF-EPN-B dropped to 45.8±17.3%. CONCLUSIONS Relapse patterns of specific EPN types are different. Duration of surveillance and diagnostics should be planned incorporating entity-specific relapse information. Follow-up should be performed longer than 5 years after diagnosis. Spinal MRI should be considered as standard procedure during surveillance, particularly for PF-EPN-A, PF-EPN-B and ST-EPN-ZFTA.

MDB-41. TARGETING PBK IN GROUP 3 MEDULLOBLASTOMA

Abstract BACKGROUND Group 3 medulloblastoma (MB) remains a challenging diagnosis especially due to a tendency for higher prevalence in infants and to develop frequent relapse. Targeted therapy remains elusive for these patients due to a lack of targetable alterations as well as poor understanding of driver mutations. PBK/TOPK has previously been identified as a hub gene in medulloblastoma and we have recently demonstrated that the LIN28B-PBK axis may be playing a crucial role in Group 3 MB development. METHODS Here we utilize transcriptomic profiling to identify pathways regulated by PBK in Group 3 MB to help identify potential vulnerabilities, immunofluorescence and cell viability analysis to calculate drug synergy. RESULTS Our analysis demonstrates that PBK knockdown leads to significant down regulation of cell cycle pathway genes. We also demonstrate that combining PBK inhibitor HI-TOPK-032 with the CDK 4/6 inhibitor palbociclib is synergistic in Group 3 MB cells. CONCLUSION Our investigations suggest PBK inhibition alone or in combination with other targeted agents may be a useful addition to existing therapy for these hard to treat cancers.

MDB-46. ARE RAB40 SMALL GTPASES DRIVERS OF MEDULLOBLASTOMA PATHOGENESIS?

Abstract BACKGROUND Medulloblastoma is the most common solid paediatric neoplasm and is among the leading causes of cancer-related deaths in children. Patients associated with high-risk molecular subgroups convey poor outcomes due to frequent relapse and metastasis, with two thirds of survivors experiencing life-changing developmental deficits. Poor patient outcomes and significant co-morbidities highlight an urgent need for specific, molecularly targeted therapies. The RAB40 subfamily of atypical small GTPases regulate cytoskeletal structure and cell adhesion via their ubiquitin ligase activity. Although previous studies have linked the RAB40 subfamily with cell invasiveness, their role in paediatric brain cancer remains undefined. METHODS Patient methylation and survival data from Cavalli et. al (2017) was analysed via the R2 Genomics Analysis and Visualisation Platform. RAB40 gene and protein expression were determined in eight in vitro models of medulloblastoma via qRT-PCR and western blotting. Cells were transfected with EGFP-Cas9 mRNA and RAB40-targeted CRISPR sgRNA and seeded singly using fluorescence-activated cell sorting. RAB40 knockout clones were identified via western blot and Sanger sequencing. RESULTS Patient data demonstrated that higher RAB40 gene expression correlates with worse outcomes in group 3 and 4 medulloblastoma. RAB40 genes were also significantly more highly expressed in high-risk groups 3 and 4 compared to low-risk WNT group medulloblastoma. RAB40 mRNA was enriched in cell lines derived from high-risk group 3 and 4 medulloblastoma relative to SHH controls. RAB40 knockout models were subsequently generated in HD-MB03, an in vitro model of metastatic Group 3 medulloblastoma using CRISPR/Cas9. CONCLUSIONS Our data supports the hypothesis that RAB40 small GTPases are enriched in high-risk medulloblastoma subgroups, and that their expression correlates with worse patient outcomes. We have generated knockout models which will be used to characterise the impact of RAB40 GTPases on cell growth, adhesion, invasiveness, and chemotherapeutic tolerance.

Novel psychoplastogen DM506 reduces cue-induced heroin-seeking and inhibits tonic GABA currents in the Prelimbic Cortex

Opioid use disorder is a major public health crisis that is manifested by persistent drug-seeking behavior and high relapse frequency. Most of the available treatments rely on targeting opioid receptors using small molecules that do not provide sustained symptom alleviation. Psychoplastogens are a novel class of non-opioid drugs that produce rapid and sustained effects on neuronal plasticity, intended to produce therapeutic benefits. Ibogalogs are synthetic derivatives of iboga alkaloids that lack hallucinogenic or adverse side effects. In the current study, we examine the therapeutic potential of DM506, a novel ibogalog lacking any cardiotoxic or hallucinogenic effects, in cue-induced seeking behavior following heroin self-administration. At a single systemic dose of 40 mg/kg, DM506 significantly decreased cue-induced seeking in both male and female rats at abstinence day 1 (AD1) following heroin self-administration. Upon re-testing for cue-induced seeking at AD14, we found that males receiving DM506 continued to show decreased cue-induced seeking, an effect not observed in females. Since there is evidence of psychedelics influencing tonic GABA currents, and opioid and psychoplastogen-mediated neuroadaptations in the medial prefrontal cortex (PrL) underlying its functional effects, we performed patch-clamp recordings on PrL slices of drug-naïve rats with an acute application or chronic incubation with DM506. Tonic GABA current was decreased in slices incubated with DM506 for 2 h. qPCR analysis did not reveal any differences in the mRNA levels of GABAA receptor α and δ subunits at AD14 in heroin and saline self-administered animals that received vehicle or DM506 at AD1. Overall, our data indicate that DM506 attenuates cue-induced heroin seeking and inhibits tonic GABA current in the prelimbic cortex.

Assessing biomarkers of remission in female patients with anorexia nervosa (REMANO): a protocol for a prospective cohort study with a nested case–control study using clinical, neurocognitive, biological, genetic, epigenetic and neuroimaging markers in a French specialised inpatient unit

BackgroundAnorexia nervosa (AN) is a severe psychiatric disorder associated with frequent relapses and variability in treatment responses. Previous literature suggested that such variability is influenced by premorbid vulnerabilities such as...

Clinical course of respiratory tuberculosis relapses in the Kazakh population depending on HLA-DRB1 gene alleles.

The study aimed to ascertain the prevalence and frequency of relapses of respiratory tuberculosis (TB) and examine the characteristics of its clinical progression in members of the Kazakh population based on the alleles of the HLA-DRB1 gene. Methods of clinical and genetic research, statistical processing and analysis of the obtained data were used to achieve this goal. The research led to an analysis of the statistical processing of clinical and genetic investigations that found out how often TB in the respiratory tract is found and how different HLA-DRB1 gene alleles affect the disease's progression. To find out how exposure to certain HLA-DRB1 gene alleles affects the chance of relapse, the number of times they were found was compared between people who had relapsed and people who had just been diagnosed with TB. The impact of these alleles on the progression of the disease was assessed based on their frequency of detection of different clinical forms of TB (infiltrative, fibro-cavernous, generalised, disseminated), unilateral and bilateral lung damage, lung tissue deterioration, and the presence of bacterial secretions. The highest detection rate for all comparisons had gene alleles HLA-DRB1*01 (9.5%), *08 (4.2%), *15 (3.9%), *09 (1.6%), *12 (1.3%), *13 (0.9%), *11 (0.2%). The study found that Kazakhs with the HLA-DRB1*01, *08, and 15 gene alleles are more likely to develop recurrent respiratory TB. The study's practical value lies in its potential to utilise its findings for the prompt identification and eradication of genetic variables contributing to the recurrence of TB.

Effect of a novel anti-PD-1-proIL-2 bifunctional fusion protein on potent anti-tumor activity via PD-1 checkpoint inhibition and conditional IL-2R agonism.

e14697 Background: HD IL-2 was approved by FDA for metastatic melanoma (mM) and renal cell carcinoma (mRCC) but the treatment is associated with severe toxicities. PD-1 blockade has improved the overall survival, but only in 20-30% of cancer patients and many of them experience frequent relapses. Interestingly, HD IL-2 therapy displayed durable anti-tumor activity in mM and mRCC patients who progressed on anti-PD-1. Furthermore, combination therapy of IL-2 and pembrolizumab in mRCC has shown durable 70% response rate, while the ORR of monotherapy is 20% and 33% for IL-2 and pembrolizumab, respectively. Thus, combining IL-2 receptor activation and PD-1 blockade may represent a promising strategy in the post PD-1 era to overcome the resistance and improve the clinical efficacy. PTX-912 is a novel bifunctional PD-1-proIL-2v fusion protein designed to simultaneously harness PD-1 blockade and PD-1-cis directed IL-2R agonism conditionally in TME without the peripheral toxicities associated with IL-2. Methods: The biological functions were demonstrated in human PBMC assays. Anti-tumor efficacy and biomarker studies were evaluated in mouse / human PBMC xenograft models. Tox studies were performed in NHP. Results: PTX-912 shows dose-dependent inhibition of PD-1 pathway measured by GM-CSF and IFNgamma production in an MLR assay. Protease activated PTX-912, but not the intact drug, stimulates the phosphorylation of STAT5 of NK and T cells, the proliferation of CD8 T cells as well as the cytokine production in human whole blood. The potency of pSTAT5 by protease activated product is enhanced by > 10 folds on PD-1+ T cells than T cells without PD-1. When tested in mouse tumor models resistant to PD-1 blockade, PTX-912 demonstrated high potency of tumor inhibition at as low as 0.1 mg/kg dose. In contrast, non-targeted proIL-2v at molar equivalent or higher dose showed minimal antitumor effect in either monotherapy or combination with anti-PD-1. Analysis of PTX-912 treated mice showed increased tumor infiltrating CD4+ and CD8+ T cells, including PD-1+Tcf-1+ and PD-1+ IL-18Ra+TIM3- CD8+ T cells, referred to “stem-like” progenitor effector cells and “better” effector cells, respectively. Activation of the IL-2v in PTX-912 was observed in mouse tumor tissues but not in the plasma. In monkey GLP-compliant 4-week repeat-dose toxicity study, PTX-912 demonstrated excellent safety profiles without overt irAEs that are characteristic of IL-2. Conclusions: Our preclinical data demonstrated that PTX-912 effectively stimulated the expansion and reinvigoration of antigen specific T cells in the tumor tissue resulting in strong anti-tumor efficacy while it did not cause significant peripheral toxicity. Phase 1 clinical trial of PD-1-proIL-2v is planned to start in early 2024 to evaluate the safety, pharmacokinetics and anti-tumor activity in patients with advanced solid tumors.

Alemtuzumab, Cladribine, Fingolimod, Natalizumab, and Rituximab as First-Line Treatments in Adults With Highly Active Relapsing-Remitting Multiple Sclerosis

What Is the Problem? Relapsing-remitting multiple sclerosis (RRMS), the most common disease course of multiple sclerosis (MS), is a chronic immune-mediated disease with clearly defined episodes of new or increasing neurologic symptoms followed by periods of relative stability. In contrast, the highly active, aggressive disease course leads to rapid disability, and these patients face an unmet need. The principal goal of MS treatment is to delay and prevent the accumulation of disability by reducing the frequency of relapses. Currently reimbursed first-line drugs fail to prevent the consequences of irreversible damage to the nervous system. There has been a paradigm shift in clinical practice toward the use of a high-efficacy treatment strategy as early as possible during the inflammatory process to provide optimal clinical benefits in preserving neurologic function in patients with highly active RRMS. What Did We Do? A systematic review of the clinical effectiveness and safety of alemtuzumab, natalizumab, cladribine, fingolimod, and rituximab relative to current first-line drugs in adults with highly active RRMS was conducted; it identified post hoc subgroup analyses from 5 randomized controlled trials (RCTs) and 1 prospective comparative cohort study. What Did We Find? Evidence was uncertain and conclusions were limited by risk of bias and small sample sizes; conclusions for some outcome comparisons were also limited by imprecision and incomplete reporting. Compared to placebo, cladribine and natalizumab may result in a clinically important reduction in relapses, disability, and key MRI lesions. Alemtuzumab may result in a clinically important reduction in relapses compared to interferon, while fingolimod may result in a clinically important reduction in relapses compared to placebo. The clinical evidence was insufficient to determine the effect of fingolimod on relapses when compared with interferon. Harms outcomes, when reported, appeared consistent with the known harms profile of the drugs. Assessment of the effectiveness and safety of rituximab could not be performed due to the lack of evidence. Evidence was also lacking for many important outcomes such as health-related quality of life (HRQoL), instrumental activities of daily living, symptoms, and cognitive outcomes. No evidence could be identified to inform on treatment sequencing. Two pragmatic RCTs (the TREAT-MS and DELIVER-MS trials) are currently ongoing, aiming to compare an early, high-efficacy treatment strategy versus a traditional escalation treatment strategy, which may inform treatment sequencing. Further research is needed to compensate for clinical data gaps to inform an appropriate and relevant economic evaluation. What Does This Mean? Jurisdictions may reconsider the current reimbursement criteria for drugs used in the first-line setting specifically for adults demonstrating highly active RRMS; however, caution should be taken given the gaps and uncertainty in evidence. Upon request from public drug plans, this review may inform a future implementation advice panel or expert committee recommendation.

Identifying Giant Cell Arteritis patients with higher risk of relapse and vascular events: a cluster analysis.

Giant cell arteritis (GCA) is one of the most common large vessel (LVV) vasculitis and is associated with a high risk of relapse and cardiovascular complications. Improving risk stratification remains a significant issue in this patient population. We aimed to perform a cluster analysis among GCA to identify clusters and evaluate their prognostic value. In a multicenter cohort study, we performed hierarchical cluster analysis on the factor analysis of mixed data coordinates results with 283 GCA patients' characteristics to generate clusters and assess incidence of relapse, cardiovascular events and death. Three clusters were identified: "Vascular relapsing profile" (23.0%), "Typical GCA profile" (47.7%), and "Ophthalmologic elderly profile" (29.3%). The "Vascular relapsing profile" cluster included younger patients with more frequent relapses and cardiovascular events, particularly thoracic aortic aneurysms. The "Typical GCA profile" was the largest, with classic cranial manifestations and frequently associated polymyalgia rheumatica. The "Ophthalmologic elderly profile" had the oldest patients with more visual loss and the highest mortality rate. Our findings underline the varied prognostic landscape within GCA, emphasizing the poor cardiovascular prognosis of younger patients with LV involvement and the higher mortality among elderly patients. This reinforces the need for further research regarding the screening of aortic abnormalities and whether those patients might benefit from intensive treatment with biotherapy and cardiovascular risk factors management.

Specifics of regional recurrences in lateral tissue of the neck after surgical treatment of highly differentiated thyroid cancer

Introduction: Despite the fact that highly differentiated thyroid cancer is included in the group of malignant neoplasms with a favorable prognosis, data on the high frequency and recurrence of relapses are reported. The presence of metastatic lymph nodes in HDTC increases the risk of regional relapse by up to 27 %. According to the literature, the factors that increase the risk of recurrence are: histological type, stage, depth of extrathyroid invasion, the presence of metastatic lymph nodes, age, and the volume of primary surgical intervention. Lateral neck dissection should be performed in patients with morphologically verified metastatic thyroid cancer, but there is still no clear consensus on the volume of dissection. Aim: Assessment of factors affecting the risk of regional recurrence in the lateral neck tissue and the localization of recurrence. Materials and methods: The study included 56 patients with HDTC, in whom metastatic lateral neck nodes were identified and verified. All patients previously underwent unilateral or bilateral neck lymph node dissection in various institutions. During the period of dynamic follow-up, these patients revealed regional recurrences in the lateral tissue of the neck. The patients were observed and treated for recurrence at the N. N. Blokhin National Medical Research Center of Oncology of the Ministry of Health of Russia. Results: Age over 55 years is a prognostically significant factor affecting the frequency of regional relapse in the lateral neck tissue (p = 0.002). The presence of metastatic nodes in the lateral tissue of the neck at the initial treatment is a prognostically significant factor that increases the risk of regional recurrence in the lateral tissue of the neck (p = 0.017). According to the results of a single-factor analysis, a statistically significant effect of the stage on the risk of regional relapses in the lateral neck tissue was noted (p = 0.014). In 35.7 % of cases, recurrent nodes were localized in the level V. Conclusion: Main risk factors for relapse are clinico-morphological, such as age, aggressive type of HDTC, stage of the disease, N1b status after primary surgery, as well as technical defects during primary surgical treatment.

An artificial intelligence-assisted clinical framework to facilitate diagnostics and translational discovery in hematologic neoplasia

The increasing volume and intricacy of sequencing data, along with other clinical and diagnostic data, like drug responses and measurable residual disease, creates challenges for efficient clinical comprehension and interpretation. Using paediatric B-cell precursor acute lymphoblastic leukaemia (BCP-ALL) as a use case, we present an artificial intelligence (AI)-assisted clinical framework clinALL that integrates genomic and clinical data into a user-friendly interface to support routine diagnostics and reveal translational insights for hematologic neoplasia. We performed targeted RNA sequencing in 1365 cases with haematological neoplasms, primarily paediatric B-cell precursor acute lymphoblastic leukaemia (BCP-ALL) from the AIEOP-BFM ALL study. We carried out fluorescence in situ hybridization (FISH), karyotyping and arrayCGH as part of the routine diagnostics. The analysis results of these assays as well as additional clinical information were integrated into an interactive web interface using Bokeh, where the main graph is based on Uniform Manifold Approximation and Projection (UMAP) analysis of the gene expression data. At the backend of the clinALL, we built both shallow machine learning models and a deep neural network using Scikit-learn and PyTorch respectively. By applying clinALL, 78% of undetermined patients under the current diagnostic protocol were stratified, and ambiguous cases were investigated. Translational insights were discovered, including IKZF1plus status dependent subpopulations of BCR::ABL1 positive patients, and a subpopulation within ETV6::RUNX1 positive patients that has a high relapse frequency. Our best machine learning models, LDA and PASNET-like neural network models, achieve F1 scores above 97% in predicting patients' subgroups. An AI-assisted clinical framework that integrates both genomic and clinical data can take full advantage of the available data, improve point-of-care decision-making and reveal clinically relevant insights promptly. Such a lightweight and easily transferable framework works for both whole transcriptome data as well as the cost-effective targeted RNA-seq, enabling efficient and equitable delivery of personalized medicine in small clinics in developing countries. German Ministry of Education and Research (BMBF), German Research Foundation (DFG) and Foundation for Polish Science.

#2101 Beyond corticosteroids: rituximab in managing minimal change disease and glucocorticoid-related toxicity

Abstract Background and Aims Minimal Change Disease (MCD) is the primary cause of Nephrotic Syndrome in children, accounting for 10 to 20% of cases in adults. Glucocorticoids (GC) remain the cornerstone of treatment. Despite a positive response in the majority of patients, up to 25% experience frequent relapses, and up to 30% are GC-dependent, exposing them to significant GC-related toxicity. Rituximab has been increasingly used in these patients, although 2021 KDIGO guidelines still points to cyclophosphamide as the preferred second-line therapy. This study aims to describe a single-centre experience with RTX, examining its effectiveness and assessing its potential to reduce GC exposure. Method A retrospective cohort study was conducted on 19 patients with MCD who were considered for RTX at adult age at a tertiary hospital centre between 2015 and 2023. Patients who refused treatment, those with MCD associated with other glomerular diseases, and those with less than 6 months of follow-up post-RTX were excluded from the study. Results Twelve patients met the inclusion criteria, including 5 diagnosed before the age of 18. The mean age at RTX initiation was 38.8 ± 14.8 years, with 75% being male. The median MCD duration pre-RTX was 140.5 [18.8–353.5] months, and the median follow-up post-RTX was 18.0 [12.5–41] months. All patients had preserved renal function and exhibited GC-dependency and/or frequent relapses, with 8 patients having received prior cyclophosphamide and/or cyclosporine A (CsA) treatment. At RTX initiation, all patients were on GC therapy (median 11.1 [10–50] mg/day), with 4 also on CsA. 10 patients were in complete remission, while 2 were in a relapse phase, subsequently achieving complete remission. Various induction regimens were employed: 6 patients received 1000 mg of RTX twice within 2 weeks, 1 received a single dose of 1000 mg, and 5 received a single dose of 500 mg. Out of the 12 patients, 5 did not receive RTX maintenance administrations, while 6 received 500 mg of RTX every 6 to 9 months and 1 patient received 1000 mg every 6 months. Only one adverse event was reported, one uncomplicated upper respiratory tract infection. Regardless of the induction regimen, all patients maintained a sustained response with complete remission for the following 6 months. All the 7 patients who underwent RTX maintenance did not experience disease relapse, although 2 continued GC therapy (one due to an associated autoimmune disease). Among the 5 patients who did not undergo RTX maintenance, 3 maintained complete remission throughout the follow-up, with a mean time free from any immunosuppression of 14.8 ± 10.6 months. The other 2 patients relapsed at a mean time of 27.5 ± 0.7 months. After relapse, 1 patient resumed GC therapy, and both started RTX maintenance with 500 mg every 6 to 9 months, subsequently achieving and maintaining complete remission. Among the 12 patients, 9 discontinued GC (1 continued CsA) after an average of 5.9 ± 4.2 months post-RTX, with a mean GC-free period of 16.6 ± 13.2 months during the follow-up period. Conclusion RTX proved to be safe and effective for steroid-dependent and/or frequently relapsing MCD, even with a low induction single dose of 500 mg. This low induction regimen may be an effective and potentially preferable option to minimize toxicity. RTX can significantly reduce relapse rate and steroid dose, avoiding complications associated with extended and high-dose GC administration. Notably, this outcome was not achieved previously with cyclophosphamide or CsA. RTX maintenance therapy may not be universally required for all patients with MCD, since a long period without relapse can be observed after induction therapy. Considering the current absence of a marker for disease activity, it should be taken into account individual patient characteristics and disease severity, particularly previous relapses after RTX induction. Considering the RTX effectiveness, ability to extend remission, safety, and GC sparing ability, it should be seriously considered as the preferred second-line treatment.

#657 Obinutuzumab is effective for the treatment of frequently-relapsing/steroid-dependent minimal change disease in adults

Abstract Background and Aims Higher relapse rates and steroid dependency are challenges in the treatment of minimal change disease (MCD). The aim of this study was to evaluate the efficacy and safety of obinutuzumab, a humanised type II anti-CD20 monoclonal antibody, in adults with frequently relapsing (FR) or steroid-dependent (SD) minimal change disease (MCD). Method Patients with FR/SD MCD receiving obinutuzumab at our center between September 2022 and February 2023 were enrolled. Complete remission was defined as the reduction of proteinuria to 0.3g/d. The time to remission, the relapse rate, and adverse events were evaluated. Results Six patients with FR/SD MCD were included in the present study. The median age of the patients was 30.44 years (range 18.80-72.09 years) and 3 of them were male. Prior to treatment with obinutuzumab, five patients remained in nephrotic syndrome and one patient was in partial remission after previous treatment. One or two doses of 1g obinutuzumab were given. All six patients achieved a complete remission. Five patients with nephrotic syndrome achieved complete recovery within a range of 14 to 57 days. The patient, who initially achieved partial remission, reached complete remission within 27 days after receiving the first obinutuzumab dose. The average follow-up duration was 12.53 ± 1.97 months, during which there was no observed relapse. Furthermore, None of the patients experienced infusion-related adverse effects, serious infectious complications or neutropenia following treatment with obinutuzumab. Conclusion Obinutuzumab is an effective and safe treatment option for adult patients with FR/SD minimal change disease. Further randomized trials are needed to confirm these findings.

#1577 Rituximab in patients with primary podocytopathies: case series

Abstract Background and Aims Rituximab (RTX) has been reported as an effective treatment alternative in primary forms of minimal change disease (MCD) and focal segmental glomerulosclerosis (FSGS) associated with steroid dependence and frequent relapses. However, the optimal RTX regimen and the outcomes of further doses of RTX remain unclear. This study aimed to evaluate the use of induction and maintenance RTX therapy for adults with primary podocytopathies. Method We performed a retrospective case series on adult patients with steroid-dependent podocytopathies who received an induction RTX therapy. Maintenance therapy was performed at physician's discretion. Remission and relapse rates, concomitant corticosteroids and immunosuppressants use, B-cell depletion and adverse events were analyzed. Results Fourteen patients (mean age at start of RTX 29.1 ± 21.9 years) with MCD (n = 7) or FSGS (n = 7) were treated with 2 doses of 1000 mg 2 weeks apart (n = 13) or four doses of 375 mg/m2 (n = 1) of RTX. At last follow-up (mean 47.3 ± 101.7 months) ten patients were in complete remission and two remained in partial remission. A reduction in the number of relapses, number of patients under corticosteroids and immunosuppressants, and dose of prednisolone was observed when compared to baseline [14 (100%) vs 5 (35.7%); 8/14 (57.1%) vs 4/12 (33.3%); 13/14 (92.9%) vs 7/12 (58.3%); 20 mg/day vs 5.25 mg/day, respectively]. Maintenance RTX therapy was used in six patients, with sustained complete remission. Infusion reactions were observed in four patients (one required treatment withdrawal). Conclusion Our findings support the use of RTX for a steroid-free remission in podocytopathies and suggest that maintenance RTX is well-tolerated and associated with prolonged remission. Further studies are needed to confirm its efficacy and safety and establish the optimal induction and maintenance RTX regimen in steroid-dependent podocytopathies.

#2659 Clinical characteristics of patients with minimal change disease (MCD) that evolved to focal sclerosing glomerulosclerosis (FSGS)

Abstract Background and Aims Minimal change disease (MCD) and focal sclerosing glomerulosclerosis (FSGS) are both podocytopathies and are possibly diseases that lie on a similar spectrum with FSGS being the severe form. We aim to describe the clinical and laboratory parameters along with treatment and outcomes of MCD that were found to be FSGS on repeated biopsy. Method All patients who had undergone renal biopsy in Hospital Serdang and had documented diagnosis of FSGS from January 2007 until December 2022 were identified. Data was collected and analysed using SPSS version 17. Results were expressed in mean ± standard deviation (SD) unless stated otherwise. Results Total minimal change disease were 70 patients. A total of 14 were identified as FSGS on repeated biopsy. At time of biopsy, all patients presented as relapse in nephrotic syndrome (NS). Mean age of diagnosis was 18 years for MCD while mean age of FSGS diagnosis was 23.8 years. 11 were males and two patients had positive family history of kidney disease while 10 had some form of haematuria. All patients were on steroids with 4 of them developing steroid resistance. 11 patients were on second line agents either due to steroid resistance or toxicity. Majority of patients were on azathioprine followed by cyclosporine and mycophenolate mofetil. Mean follow up was 5.7 years. Those with MCD had higher platelet (mean 462) and total cholesterol (mean 14.2) values at diagnosis of FSGS. Mean relapse after diagnosis of FSGS was 2.2 episodes. (Patients remain in remission for 31 months before relapsing) As of December 2022, 9(65%) patients had normal kidney function, 2 end stage renal disease on dialysis while 3 CKD V had passed away due to acute coronary syndrome. Conclusion Minimal change disease is part of a spectrum podocytopathies along with FSGS. Those with frequent relapses in MCD, older children with nephrotic syndrome and those with presence of haematuria may be warranted for a repeated biopsy to rule out evolution to FSGS.

Comparative Characterisation of Key Epidemiological Indicators of Tuberculosis in Poltava Region for 2018—2023

For many years, tuberculosis has remained one of the pressing issues in global healthcare systems. The COVID-19 pandemic and full-scale invasion of the Russian Federation into Ukraine have caused negative changes in all spheres of life, including tuberculosis morbidity. Objective — to study the impact of the COVID-19 pandemic and full-scale war on key epidemiological indicators of tuberculosis in Poltava Region during the period of 2018—2023. Materials and methods. An analysis of the main epidemiological indicators of tuberculosis in Poltava Region was conducted using official statistical reports and analytical collections for the years 2018—2023. Three periods were distinguished for comparison: pre-COVID-19 pandemic (2018—2019), during the COVID-19 pandemic (2020—2021) and during the full-scale war (2022—2023). Results and discussion. During the pre-COVID-19 period in Poltava Region, as in Ukraine, there was a gradual decrease in tuberculosis morbidity (including the frequency of relapses). In 2019, this indicator in the region decreased by 14 % compared to 2018 (from 59.5 to 52.1 per 100,000 population). With the onset of the COVID-19 pandemic in Ukraine, as in Poltava Region, the frequency of detection of pulmonary and extrapulmonary forms of tuberculosis decreased by 1.5 times. After the full-scale invasion of the Russian Federation into Ukrainian territory, tuberculosis morbidity in Ukraine began to increase, almost reaching pre-pandemic levels in the last 2 years. In Poltava Region during this period, morbidity increased by almost 28 % (from 34.9 per 100,000 population in 2021 to 48.4 per 100,000 population in 2023). Conclusions. Tuberculosis most commonly affects unemployed males of working age. Tuberculosis morbidity remains higher in rural areas. Over the analysed period, there was a gradual decrease in tuberculosis mortality in both Ukraine and Poltava Region. Since 2015, this indicator in Poltava Region has decreased almost threefold — from 11.5 to 3.9 per 100,000 population in 2023.

Clinical, paraclinical and outcome features of 166 patients with acute anti-GQ1b antibody syndrome.

In this retrospective study, we aimed at defining the clinical, paraclinical and outcome features of acute neurological syndromes associated with anti-GQ1b antibodies. We identified 166 patients with neurological symptoms appearing in less than 1month and anti-GQ1b antibodies in serum between 2012 and 2022. Half were female (51%), mean age was 50years (4-90), and the most frequent clinical features were areflexia (80% of patients), distal upper and lower limbs sensory symptoms (78%), ophthalmoplegia (68%), sensory ataxia (67%), limb muscle weakness (45%) and bulbar weakness (45%). Fifty-three patients (32%) presented with complete (21%) and incomplete (11%) Miller Fisher syndrome (MFS), thirty-six (22%) with Guillain-Barre syndrome (GBS), one (0.6%) with Bickerstaff encephalitis (BE), and seventy-three (44%) with mixed MFS, GBS & BE clinical features. Nerve conduction studies were normal in 46% of cases, showed demyelination in 28%, and axonal loss in 23%. Anti-GT1a antibodies were found in 56% of cases, increased cerebrospinal fluid protein content in 24%, and Campylobacter jejuni infection in 7%. Most patients (83%) were treated with intravenous immunoglobulins, and neurological recovery was complete in 69% of cases at 1year follow-up. One patient died, and 15% of patients relapsed. Age > 70years, initial Intensive Care Unit (ICU) admission, and absent anti-GQ1b IgG antibodies were predictors of incomplete recovery at 12months. No predictors of relapse were identified. This study from Western Europe shows acute anti-GQ1b antibody syndrome presents with a large clinical phenotype, a good outcome in 2/3 of cases, and frequent relapses.