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19 pages, 3112 KiB  
Article
Development of a Lentiviral Vector for High-Yield Production of Synthetic and Recombinant GCase for Gaucher Disease Therapy
by Ana Carolina Coelho, Claudia Emília Vieira Wiezel, Alline Cristina de Campos, Lílian Louise Souza Figueiredo, Gabriela Aparecida Marcondes Suardi, Juliana de Paula Bernardes, Daniela Pretti da Cunha Tirapelli, Vitor Marcel Faça, Kuruvilla Joseph Abraham, Carlos Gilberto Carlotti-Júnior, Velia Siciliano, Ron Weiss, Stanton Gerson and Aparecida Maria Fontes
Int. J. Mol. Sci. 2025, 26(15), 7089; https://doi.org/10.3390/ijms26157089 - 23 Jul 2025
Viewed by 291
Abstract
Gaucher disease (GD) is an autosomal recessive disorder caused by the deficient activity of the lysosomal enzyme glucocerebrosidase (GCase). Although enzyme replacement therapy (ERT) remains the standard of care for non-neuropathic GD patients, its high cost significantly limits accessibility. To enhance production efficiency, [...] Read more.
Gaucher disease (GD) is an autosomal recessive disorder caused by the deficient activity of the lysosomal enzyme glucocerebrosidase (GCase). Although enzyme replacement therapy (ERT) remains the standard of care for non-neuropathic GD patients, its high cost significantly limits accessibility. To enhance production efficiency, we developed a lentiviral system encoding a codon-optimized GCase gene driven by the human elongation factor 1a (hEF1α) promoter for stable production in human cell lines. A functional lentiviral vector, LV_EF1α_GBA_Opt, was generated at a titer of 7.88 × 108 LV particles/mL as determined by qPCR. Six transduction cycles were performed at a multiplicity of infection of 30–50. The transduced heterogeneous human cell population showed GCase-specific activity of 307.5 ± 53.49 nmol/mg protein/h, which represents a 3.21-fold increase compared to wild-type 293FT cells (95.58 ± 16.5 nmol/mg protein/h). Following single-cell cloning, two clones showed specific activity of 763.8 ± 135.1 and 752.0 ± 152.1 nmol/mg/h (clones 15 and 16, respectively). These results show that codon optimization, a lentiviral delivery system, and clonal selection together enable the establishment of stable human cell lines capable of producing high levels of biologically active, synthetic recombinant GCase in vitro. Further studies are warranted for the functional validation in GD patient-derived fibroblasts and animal models. Full article
(This article belongs to the Special Issue Gaucher Disease: From Molecular Mechanisms to Treatments)
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12 pages, 232 KiB  
Review
Hypodiploidy: A Poor Prognostic Cytogenetic Marker in B-CLL
by Andrew Ruggero and Carlos A. Tirado
DNA 2025, 5(3), 32; https://doi.org/10.3390/dna5030032 - 1 Jul 2025
Viewed by 330
Abstract
In B-cell chronic lymphocytic leukemia (B-CLL), hypodiploidy is a rare but aggressive subtype of the disease with a very bad prognosis. Hypodiploidy, in contrast to normal B-CLL chromosomal aberrations, is marked by widespread genomic instability, which promotes treatment resistance and quick illness development. [...] Read more.
In B-cell chronic lymphocytic leukemia (B-CLL), hypodiploidy is a rare but aggressive subtype of the disease with a very bad prognosis. Hypodiploidy, in contrast to normal B-CLL chromosomal aberrations, is marked by widespread genomic instability, which promotes treatment resistance and quick illness development. Its persistence after treatment implies that chromosomal loss gives cancerous clones a selection edge, which is made worse by telomere malfunction and epigenetic changes. Since thorough genetic profiling has a major impact on patient outcomes, advanced diagnostic methods are crucial for early detection. Treatment approaches must advance beyond accepted practices because of its resistance to traditional medicines. Hematopoietic stem cell transplantation (HSCT) and chimeric antigen receptor (CAR) T-cell therapy are two potential new therapeutic modalities. Relapse and treatment-related morbidity continue to be limiting concerns, despite the noteworthy improvements in outcomes in high-risk CLL patients receiving HSCT. Although more research is required, CAR T-cell treatment is effective in treating recurrent B-ALL and may also be used to treat B-CLL with hypodiploidy. Novel approaches are essential for enhancing patient outcomes and redefining therapeutic success when hypodiploidy challenges established treatment paradigms. Hypodiploidy is an uncommon yet aggressive form of B-CLL that has a very bad prognosis. Hypodiploidy represents significant chromosomal loss and structural imbalance, which contributes to a disordered genomic environment, in contrast to more prevalent cytogenetic changes. This instability promotes resistance to certain new drugs as well as chemoimmunotherapy and speeds up clonal evolution. Its persistence after treatment implies that hypodiploid clones have benefits in survival, which are probably strengthened by chromosomal segregation issues and damaged DNA repair pathways. Malignant progression and treatment failure are further exacerbated by telomere erosion and epigenetic dysregulation. The need for more sensitive molecular diagnostics is highlighted by the fact that standard karyotyping frequently overlooks hypodiploid clones, particularly those concealed by endoreduplication, despite the fact that these complications make early and correct diagnosis crucial. Hypodiploidy requires a move toward individualized treatment because of their link to high-risk genetic traits and resistance to conventional regimens. Although treatments like hematopoietic stem cell transplantation and CAR T-cells show promise, long-term management is still elusive. To improve long-term results and avoid early relapse, addressing this cytogenetic population necessitates combining high-resolution genomic technologies with changing therapy approaches. Full article
20 pages, 1641 KiB  
Review
Hypertrophic Cardiomyopathy and Phenocopies: New Therapies for Old Diseases—Current Evidence and Future Perspectives
by Maria Alfarano, Federico Ciccarelli, Giulia Marchionni, Federico Ballatore, Jacopo Costantino, Antonio Lattanzio, Giulia Pecci, Silvia Stavagna, Leonardo Iannelli, Gioacchino Galardo, Carlo Lavalle, Fabio Miraldi, Carmine Dario Vizza and Cristina Chimenti
J. Clin. Med. 2025, 14(12), 4228; https://doi.org/10.3390/jcm14124228 - 13 Jun 2025
Viewed by 659
Abstract
The hypertrophic cardiomyopathy (HCM) clinical phenotype includes sarcomeric HCM, which is the most common form of inherited cardiomyopathy with a population prevalence of 1:500, and phenocopies such as cardiac amyloidosis and Anderson–Fabry disease, which are considered rare diseases. Identification of cardiac and non-cardiac [...] Read more.
The hypertrophic cardiomyopathy (HCM) clinical phenotype includes sarcomeric HCM, which is the most common form of inherited cardiomyopathy with a population prevalence of 1:500, and phenocopies such as cardiac amyloidosis and Anderson–Fabry disease, which are considered rare diseases. Identification of cardiac and non-cardiac red flags in the context of multi-organ syndrome, multimodality imaging, including echocardiography, cardiac magnetic resonance, and genetic testing, has a central role in the diagnostic pathway. Identifying the specific disease underlying the hypertrophic phenotype is very important since many disease-modifying therapies are currently available, and phase 3 trials for new treatments have been completed or are ongoing. In particular, many chemotherapy agents (alkylating agents, proteasome inhibitors, immunomodulatory drugs, and monoclonal antibodies targeting clonal cells) allowing one to treat AL amyloidosis, transthyretin stabilizers (tafamidis and acoramidis), and gene silencers (patisiran and vutrisiran) are available in transthyretin cardiac amyloidosis, and enzyme replacement therapies (agalsidase-alpha, agalsidase-beta, and pegunigalsidase-alpha) or oral chaperone therapy (migalastat) can be used in Anderson–Fabry disease. In addition, the introduction of cardiac myosin inhibitors (mavacamten and aficamten) has deeply modified the treatment of hypertrophic obstructive cardiomyopathy. The aim of this review is to describe the new disease-modifying treatments available in HCM and phenocopies in light of current scientific evidence. Full article
(This article belongs to the Special Issue What’s New in Cardiomyopathies: Diagnosis, Treatment and Management)
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16 pages, 1231 KiB  
Article
Polymorphisms in Necroptosis Pathway Genes: Novel Prognostic Markers for Multiple Myeloma Treatment Outcomes
by Marcin Sokołowski, Piotr Łacina, Katarzyna Bogunia-Kubik, Grzegorz Mazur and Aleksandra Butrym
Int. J. Mol. Sci. 2025, 26(11), 5237; https://doi.org/10.3390/ijms26115237 - 29 May 2025
Viewed by 417
Abstract
Multiple myeloma is a neoplastic disease characterised by the proliferation of clonal, atypical plasma cells. In cancer cells, the balance between two paths of cell death, necroptosis and apoptosis, is disrupted. The aim of this study was to analyse the occurrence of polymorphisms [...] Read more.
Multiple myeloma is a neoplastic disease characterised by the proliferation of clonal, atypical plasma cells. In cancer cells, the balance between two paths of cell death, necroptosis and apoptosis, is disrupted. The aim of this study was to analyse the occurrence of polymorphisms in genes encoding key proteins for the necroptosis process, i.e., RIPK-1, RIPK-3 and MAPKAPK2. We investigated the potential relations between the occurrence of genetic variability and the clinical course of the disease. We analysed six single-nucleotide polymorphisms in a population of patients with multiple myeloma (n = 205) and healthy volunteers (n = 100): RIPK1 rs2272990, RIPK1 rs9391981, RIPK3 rs724165, RIPK3rs3212243, MAPKAPK2, rs45514798 and MAPKAPK2 rs4073250. We found that genotypes rs9391981 CG, rs724165 CG, rs3212243 GG, and rs4073250 AA were independent predictors of overall survival, while genotype MAPKAPK2 rs4073250 AA was an independent predictor of progression-free survival. MAPKAPK2 rs45514798 AA was associated with polyneuropathy after thalidomide therapy. In conclusion, some of the SNPs tested have potential prognostic value and could be used as marker of survival in patients with multiple myeloma. Full article
(This article belongs to the Special Issue Molecular Studies of Hematologic Malignancies)
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41 pages, 1230 KiB  
Review
Human T-Lymphotropic Virus (HTLV): Epidemiology, Genetic, Pathogenesis, and Future Challenges
by Francesco Branda, Chiara Romano, Grazia Pavia, Viola Bilotta, Chiara Locci, Ilenia Azzena, Ilaria Deplano, Noemi Pascale, Maria Perra, Marta Giovanetti, Alessandra Ciccozzi, Andrea De Vito, Angela Quirino, Nadia Marascio, Giovanni Matera, Giordano Madeddu, Marco Casu, Daria Sanna, Giancarlo Ceccarelli, Massimo Ciccozzi and Fabio Scarpaadd Show full author list remove Hide full author list
Viruses 2025, 17(5), 664; https://doi.org/10.3390/v17050664 - 1 May 2025
Cited by 1 | Viewed by 1697
Abstract
Human T-lymphotropic viruses (HTLVs) are deltaretroviruses infecting millions of individuals worldwide, with HTLV-1 and HTLV-2 being the most widespread and clinically relevant types. HTLV-1 is associated with severe diseases such as adult T-cell leukemia/lymphoma (ATL) and HTLV-1-associated myelopathy/tropical spastic paraparesis (HAM/TSP), while HTLV-2 [...] Read more.
Human T-lymphotropic viruses (HTLVs) are deltaretroviruses infecting millions of individuals worldwide, with HTLV-1 and HTLV-2 being the most widespread and clinically relevant types. HTLV-1 is associated with severe diseases such as adult T-cell leukemia/lymphoma (ATL) and HTLV-1-associated myelopathy/tropical spastic paraparesis (HAM/TSP), while HTLV-2 shows a lower pathogenic potential, with occasional links to neurological disorders. HTLV-3 and HTLV-4, identified in Central Africa, remain poorly characterized but are genetically close to their simian counterparts, indicating recent zoonotic transmission events. HTLVs replicate through a complex cycle involving cell-to-cell transmission and clonal expansion of infected lymphocytes. Viral persistence is mediated by regulatory and accessory proteins, notably Tax and HBZ in HTLV-1, which alter host cell signaling, immune responses, and genomic stability. Integration of proviral DNA into transcriptionally active regions of the host genome may contribute to oncogenesis and long-term viral latency. Differences in viral protein function and intracellular localization contribute to the distinct pathogenesis observed between HTLV-1 and HTLV-2. Geographically, HTLV-1 shows endemic clusters in southwestern Japan, sub-Saharan Africa, the Caribbean, South America, and parts of the Middle East and Oceania. HTLV-2 is concentrated among Indigenous populations in the Americas and people who inject drugs in Europe and North America. Transmission occurs primarily via breastfeeding, sexual contact, contaminated blood products, and, in some regions, zoonotic spillover. Diagnostic approaches include serological screening (ELISA, Western blot, LIA) and molecular assays (PCR, qPCR), with novel biosensor and AI-based methods under development. Despite advances in understanding viral biology, therapeutic options remain limited, and preventive strategies focus on transmission control. The long latency period, lack of effective treatments, and global neglect complicate public health responses, underscoring the need for increased awareness, research investment, and targeted interventions. Full article
(This article belongs to the Section Human Virology and Viral Diseases)
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24 pages, 9271 KiB  
Article
Naive and Memory B Cell BCR Repertoires in Individuals Immunized with an Inactivated SARS-CoV-2 Vaccine
by Renato Kaylan Alves de Oliveira França, Pedro Henrique Aragão Barros, Jacyelle Medeiros Silva, Hitallo Guilherme Costa Fontinele, Andrea Queiroz Maranhão and Marcelo de Macedo Brigido
Vaccines 2025, 13(4), 393; https://doi.org/10.3390/vaccines13040393 - 8 Apr 2025
Viewed by 1114
Abstract
Background: The COVID-19 pandemic has spurred a global race for a preventive vaccine, with a few becoming available just one year after describing this novel coronavirus disease. Among these are inactivated virus vaccines like CoronaVac (Sinovac Biotech), which are used in several countries [...] Read more.
Background: The COVID-19 pandemic has spurred a global race for a preventive vaccine, with a few becoming available just one year after describing this novel coronavirus disease. Among these are inactivated virus vaccines like CoronaVac (Sinovac Biotech), which are used in several countries to reduce the pandemic’s effects. However, its use was associated with low protection, particularly against novel virus variants that quickly appeared in the following months. Vaccines play a crucial role in activating the immune system to combat infections, with Memory B-cells being a key part of this mechanism, eliciting protective neutralizing antibodies. This work focused on studying B-cell memory repertoire after two consecutive doses of CoronaVac. Methodology: Memory B-cells were isolated from five CoronaVac vaccinated and five pre-pandemic individuals and subsequently stimulated in vitro before high-throughput Illumina sequencing of the Heavy Chain Variable repertoire. Results: We observed a shift in the VH repertoire with increased HCDR3 length and enrichment of IGVH 3-23, 3-30, 3-7, 3-72, and 3-74 for IgA BCRs and IGHV 4-39 and 4-59 for IgG BCRs. A high expansion of IgA-specific clonal populations was observed in vaccinated individuals relative to pre-pandemic controls, accompanied by shared IgA variable heavy chain (VH) sequences among memory B cells across different vaccine recipients of IgA clones was also observed in vaccinated individuals compared to pre-pandemic controls, with several IgA VH sharing between memory B cells from different vaccines. Moreover, a high convergence was observed among vaccinees and SARS-CoV-2 neutralizing antibody sequences found in the CoV-abDab database. Conclusion: These data show the ability of CoronaVac to elicit antibodies with characteristics similar to those previously identified as neutralizing antibodies, supporting its protective efficacy. Furthermore, this analysis of the immunological repertoire in the context of viral infections reinforces the importance of immunization in generating convergent antibodies for the antiviral response. Full article
(This article belongs to the Special Issue Vaccination-Induced Antibody and B Cell Immune Response)
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18 pages, 3934 KiB  
Article
The Role of MSI Testing Methodology and Its Heterogeneity in Predicting Colorectal Cancer Immunotherapy Response
by Alexandra Lebedeva, Anastasiia Taraskina, Tatiana Grigoreva, Ekaterina Belova, Olesya Kuznetsova, Daria Ivanilova, Anastasia Sergeeva, Alexandra Kavun, Egor Veselovsky, Vladislav Nikulin, Saida Aliyarova, Laima Belyaeva, Alexey Tryakin, Mikhail Fedyanin, Vladislav Mileyko and Maxim Ivanov
Int. J. Mol. Sci. 2025, 26(7), 3420; https://doi.org/10.3390/ijms26073420 - 5 Apr 2025
Viewed by 857
Abstract
MSI is a crucial biomarker for selecting CRC patients for immunotherapy. Here, we analyze the first results from the observational prospective trial BLOOMSI (NCT06414304), which investigated the impact of MSI/dMMR testing methods and baseline tumor heterogeneity on treatment outcomes. Thirty MSI/dMMR+ CRC patients, [...] Read more.
MSI is a crucial biomarker for selecting CRC patients for immunotherapy. Here, we analyze the first results from the observational prospective trial BLOOMSI (NCT06414304), which investigated the impact of MSI/dMMR testing methods and baseline tumor heterogeneity on treatment outcomes. Thirty MSI/dMMR+ CRC patients, who were candidates for immunotherapy, were enrolled. Depending on the local test used for MSI/dMMR, central PCR/IHC was performed. Baseline FFPE and liquid biopsy (LB) were analyzed with NGS. ORR (objective response rate) in the ITT population was 50% (95% CI, 31.3–68.7%). Concordance between local/central dMMR/MSI testing was 81%, and the concordance of IHC, PCR, NGS/FFPE, and NGS/LB was 68.4%. The ORR was similar for IHC+, PCR+, NGS/FFPE+, and NGS/LB+ patients (55.6%, 55.6%, 55%, and 57.9%, respectively). The ORR among patients with discordant IHC/PCR results was 0%, and the ORR among patients with NGS/LB-ORR was 25% (2/8 CR). Next, we performed quantitative MSI analysis, reflecting the clonality of MSI+ tumor cells. Multivariate analysis identified MSI clonality in FFPE (HR 0.63, 95% CI, 0.39–0.99, p = 0.0487) and LB (HR 3.05, 95% CI, 2.01–4.65, p < 0.00001) as independent predictors of progression. The ORR in patients with high clonality (≥7%, n = 4, NGS/LB) was 25%. We describe baseline methodological predictors of non-response to immunotherapy and propose a strategy for selecting potential non-responders. These findings warrant further investigation. Full article
(This article belongs to the Section Molecular Oncology)
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12 pages, 1395 KiB  
Article
Combinatory Flowcytometric Approach in Pediatric Acute Lymphoid Leukemia Identifies Surrogate Minimal Residual Disease Markers
by Noreen Grace George, Bhavika Rishi, Sanghmitra Ray, Manpreet Kaur, Raj Kamal, Shikha Garg, Sumit Mehndiratta, Nidhi Chopra, Shamsuz Zaman, Amitabh Singh and Aroonima Misra
Diagnostics 2025, 15(6), 658; https://doi.org/10.3390/diagnostics15060658 - 8 Mar 2025
Viewed by 1045
Abstract
Background/Objectives: Minimal residual disease (MRD) refers to the resistant clonal population of leukemia cells that survive induction chemotherapy, serving as a critical indicator of treatment response in pediatric Acute Lymphoid Leukemia (ALL). While flow cytometry (FCM) and molecular methods are standard for [...] Read more.
Background/Objectives: Minimal residual disease (MRD) refers to the resistant clonal population of leukemia cells that survive induction chemotherapy, serving as a critical indicator of treatment response in pediatric Acute Lymphoid Leukemia (ALL). While flow cytometry (FCM) and molecular methods are standard for MRD detection, novel leukemia-associated immunophenotype (LAIP) markers are needed when conventional markers are insufficient. Methods: MRD was assessed in 218 pediatric B-ALL patients using a combinatory approach of Different-from-Normal (DfN) and LAIP strategies. An eight-color flow cytometry panel included routine MRD markers (e.g., CD10, CD19, and CD20) and less commonly used markers (e.g., CD123, CD73, CD86). Cytogenetic and molecular profiling were integrated to evaluate the association between genetic abnormalities and MRD positivity. Results: The combined DfN and LAIP approach enhanced MRD detection sensitivity compared to individual methods. CD7 showed a significant association with MRD positivity (p = 0.003), whereas CD73 (p = 0.000) and CD86 (p = 0.002) correlated with MRD-negative status. CD123 exhibited the highest aberrancy among MRD-positive cases, while CD81 had the lowest. These findings highlight the prognostic potential of CD73 and CD86 for MRD-negative status, complementing the established utility of CD123. Conclusions: Incorporating novel markers (CD123, CD73, CD86, and CD81) into MRD panels enhances detection sensitivity and clinical applicability. These markers are compatible with standard flow cytometry, supporting their integration into routine practice for comprehensive MRD evaluation, ultimately improving therapeutic outcomes in pediatric B-ALL. Full article
(This article belongs to the Special Issue Diagnosis and Management of Hematologic Malignancies)
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17 pages, 2902 KiB  
Article
CRISPR/Cas9 Targeting of Aldehyde Dehydrogenase 1A1 Reveals Heterogeneous Roles in Radiation Response and Redox Stress Across Clonal Lines in Triple-Negative Breast Cancer
by Grace O. Ajayi, Aihui Ma, Shirin R. Modarai, Lynn M. Opdenaker and Jennifer Sims-Mourtada
Int. J. Mol. Sci. 2025, 26(5), 2303; https://doi.org/10.3390/ijms26052303 - 5 Mar 2025
Cited by 1 | Viewed by 860
Abstract
The metabolic enzyme aldehyde dehydrogenase 1A1 (ALDH1A1), a cancer stem cell marker associated with poor outcomes in breast cancer, has emerged as a promising therapeutic target in TNBC. The aim of this study was to investigate the role of ALDH1A1 in radiation resistance [...] Read more.
The metabolic enzyme aldehyde dehydrogenase 1A1 (ALDH1A1), a cancer stem cell marker associated with poor outcomes in breast cancer, has emerged as a promising therapeutic target in TNBC. The aim of this study was to investigate the role of ALDH1A1 in radiation resistance and redox stress in triple negative breast cancer (TNBC). Functional knockouts of ALDH1A1 were generated by the CRISPR/Cas9-mediated deletion of ALDH1A1 in the SUM159 cell line, and three distinct clonal populations were isolated. Genetic targeting was confirmed by Sanger sequencing, and the loss of ALDH1A1 protein expression was validated by Western blotting. Functional assays assessed ALDEFLUOR activity, cell viability, self-renewal capacity, and reactive oxygen species (ROS) levels with or without radiation in both the bulk population and clonal lines. Interestingly, ALDEFLUOR activity was uniformly lost across all clonal lines; however, functional effects of ALDH1A1 loss on redox stress, survival, and radiation sensitivity were observed in only one clonal population. These findings highlight significant variability in the role of ALDH1A1 among clonal populations, reflecting the complexity of tumor heterogeneity. This underscores the importance of accounting for tumor heterogeneity when targeting ALDH1A1, as certain TNBC subpopulations may rely more heavily on ALDH1A1 function. These insights are critical for developing effective ALDH1A1-targeted therapies. Full article
(This article belongs to the Special Issue Breast Cancer: From Pathophysiology to Novel Therapies)
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23 pages, 614 KiB  
Review
Revolutionising Cardio-Oncology Care with Precision Genomics
by Jun Hua Chong, Charles T. H. Chuah and Caroline G. Lee
Int. J. Mol. Sci. 2025, 26(5), 2052; https://doi.org/10.3390/ijms26052052 - 26 Feb 2025
Cited by 1 | Viewed by 1184
Abstract
Cardiovascular disease is the worldwide leading cause of mortality among survivors of cancer due in part to the cardiotoxicity of anticancer therapies. This paper explores the progress in precision cardio-oncology, particularly in genetic testing and therapeutics, and its impact on cardiovascular diseases in [...] Read more.
Cardiovascular disease is the worldwide leading cause of mortality among survivors of cancer due in part to the cardiotoxicity of anticancer therapies. This paper explores the progress in precision cardio-oncology, particularly in genetic testing and therapeutics, and its impact on cardiovascular diseases in clinical and laboratory settings. These advancements enable clinicians to better assess risk, diagnose conditions, and deliver personalised, cost-effective therapeutics. Through case studies of cancer-therapy-related cardiac dysfunction, clonal haematopoiesis of indeterminate potential, and polygenic risk scoring, we demonstrate the benefits of incorporating precision genomics in individualised care in cardio-oncology. Furthermore, leveraging real-world genomic data in clinical settings can advance our understanding of long noncoding RNAs and microRNAs, which play important regulatory roles in cardio-oncology. Additionally, employing human-induced pluripotent stem cells to stratify risk and guide prevention strategies represents a promising avenue for modelling precision cardio-oncology. While these advancements showcase the significant progress in genetic approaches, they also raise substantial ethical, legal, and societal concerns. Regulatory oversight of genetic and genomic technologies should therefore evolve suitably to keep up with rapid advancements in technology and analysis. Provider education is crucial for the appropriate use of new genetic and genomic applications, including on the existing protection available for patients regarding genetic information. This can provide confidence for diverse study groups to advance genetic studies looking to develop a comprehensive understanding and effective clinical applications for heterogeneous populations. In clinical settings, the implementation of genetic and genomic applications within electronic medical records can offer point-of-care clinical decision support, thus providing timely information to guide clinical management decisions. Full article
(This article belongs to the Section Molecular Genetics and Genomics)
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15 pages, 1525 KiB  
Article
Tracking the Evolution of Cutaneous Melanoma by Multiparameter Flow Sorting and Genomic Profiling
by Luca Roma, Thomas Lorber, Sabrina Rau, Michael T. Barrett, Caner Ercan, Federica Panebianco, Salvatore Piscuoglio, Katharina Glatz, Lukas Bubendorf and Christian Ruiz
Int. J. Mol. Sci. 2025, 26(4), 1758; https://doi.org/10.3390/ijms26041758 - 19 Feb 2025
Viewed by 906
Abstract
Intratumoral heterogeneity and clonal evolution are pivotal in the progression and metastasis of melanoma. However, when combined with variable tumor cellularity, intratumoral heterogeneity limits the sensitivity and accuracy of uncovering a cancer’s clonal evolution. In this study, we combined fluorescence-activated cell sorting (FACS) [...] Read more.
Intratumoral heterogeneity and clonal evolution are pivotal in the progression and metastasis of melanoma. However, when combined with variable tumor cellularity, intratumoral heterogeneity limits the sensitivity and accuracy of uncovering a cancer’s clonal evolution. In this study, we combined fluorescence-activated cell sorting (FACS) with whole-exome sequencing (WES) to investigate the clonal composition and evolutionary patterns in seven melanoma biopsies obtained from three patients, each having both primary site and metastatic samples. We employed a multiparameter ploidy sorting approach to isolate tumor populations based on DNA ploidy and melanoma biomarkers (SOX10 or S100), enabling us to investigate clonal evolution with high resolution. Our approach increased the mean tumor purity from 70% (range 19–88%) in unsorted material to 91% (range 87–96%) post-sorting. Our findings revealed significant inter- and intratumor heterogeneity, with one patient exhibiting two genomically distinct clonal tumor populations within a single primary site biopsy, each giving rise to different metastases. Our findings highlight the critical role of intratumoral heterogeneity and clonal evolution in melanoma, especially when analyzing tumor trajectories. The unique combination of multiparameter FACS and WES provides a powerful method for identifying clonal populations and reconstructing clonal evolution. This study provides valuable insights into the clonal architecture of melanoma and lays the groundwork for future research with larger patient groups. Full article
(This article belongs to the Special Issue Recent Research on Bioinformatics for Precision Medicine)
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14 pages, 2915 KiB  
Article
Effects of Daratumumab (Anti-CD38) Monoclonal Antibody Therapy on Flow Cytometry Analysis in Multiple Myeloma
by Sharon Koorse Germans, Christine Wamsley Kahlow, Weina Chen and Franklin Fuda
Therapeutics 2025, 2(1), 2; https://doi.org/10.3390/therapeutics2010002 - 18 Feb 2025
Viewed by 1662
Abstract
Background: Plasma cell myeloma is an incurable malignancy of clonal plasma cells. Recent success in immunotherapeutic strategies has altered the landscape of myeloma treatment. Daratumumab is an anti-CD38 IgG kappa monoclonal antibody that has shown great efficacy in the treatment of myeloma. However, [...] Read more.
Background: Plasma cell myeloma is an incurable malignancy of clonal plasma cells. Recent success in immunotherapeutic strategies has altered the landscape of myeloma treatment. Daratumumab is an anti-CD38 IgG kappa monoclonal antibody that has shown great efficacy in the treatment of myeloma. However, Daratumumab brought with it new challenges in post-therapeutic laboratory assessment, including therapeutic antibody interference with serum protein electrophoresis and serum immunofixation electrophoresis assays. In this study, we highlight the interference identified in post-therapeutic flow cytometry analysis related to bound Daratumumab on normal hematopoietic cells. We also highlight the methods of detection of residual plasma cell neoplasm, post-Daratumumab therapy.: A total of 28 patients with refractory plasma cell myeloma who received Daratumumab (2016–2018) were included in this study. Flow cytometry was performed using 4- or 10-color antibody panels (BD FASC Canto) and analyzed by cluster analysis (Cytopaint Classic software) using four tube panels including VS38c for measurable residual disease (MRD) testing. Pretreatment and post-Daratumumab follow-up bone marrow flow cytometry samples were analyzed. In addition, 10 multiple myeloma patient samples were reflexed to multi-epitope CD38 analysis by flow cytometric analysis of post-Daratumumab residual disease. When discussing CD38 expression, we will refer to CD38 as being detected by conventional reagents. Results: All post-Daratumumab-treated cases (100%) showed negative staining for CD38 using conventional reagents on all plasma cells in the specimens. MRD testing successfully identified small clonal plasma cell populations using VS38C and multi-epitope CD38 (meCD38) antibodies, despite the absence of demonstrable CD38 expression. Additionally, all cases exhibited weak kappa light chain staining on hematogones, attributed to the binding of Daratumumab kappa monoclonal antibody. This interaction can create the appearance of a CD10+ monotypic B-cell population. We also noted diminished CD38 staining on myeloblasts, resulting in an atypical CD34/CD38 staining pattern. This alteration could potentially be misinterpreted as indicative of a myelodysplastic neoplasm (MDS). Furthermore, decreased staining of CD38 was noted on T cells, natural killer (NK) cells, basophils, monocytes, and plasmacytoid dendritic cells. Conclusions: With the emergence of successfully targeted immunotherapies, such as anti-CD38 antibodies, it is important to understand and correctly interpret variations in flow cytometry that may arise from the therapy. Hematogones exhibit high-intensity levels of CD38 expression; thus, Daratumumab binds to them, creating the appearance of kappa expression on all hematogones. Stage I/early stage II hematogones normally lack surface immunoglobulin light chain expression, but in the presence of Daratumumab, they appear to be a CD10(+) monotypic population of B cells. The misinterpretation of these normal cells as a CD10(+) B-cell clone can lead to inaccurate assessment, unnecessary bone marrow immunohistochemical evaluation, and unwarranted anxiety. Additionally, artefacts on various other hematopoietic cells can result in inaccurate assessments of immunophenotypic aberrancy due to binding of the drug. This may lead to the false interpretation of a secondary/therapy-related myeloid neoplasm. This study highlights in detail the interferences that must be considered when assessing residual disease in the era of targeted drug therapies. Full article
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23 pages, 4036 KiB  
Review
Multiple Myeloma Insights from Single-Cell Analysis: Clonal Evolution, the Microenvironment, Therapy Evasion, and Clinical Implications
by Sihong Li, Jiahui Liu, Madeline Peyton, Olivia Lazaro, Sean D. McCabe, Xiaoqing Huang, Yunlong Liu, Zanyu Shi, Zhiqi Zhang, Brian A. Walker and Travis S. Johnson
Cancers 2025, 17(4), 653; https://doi.org/10.3390/cancers17040653 - 14 Feb 2025
Cited by 2 | Viewed by 2003
Abstract
Multiple myeloma (MM) is a complex and heterogeneous hematologic malignancy characterized by clonal evolution, genetic instability, and interactions with a supportive tumor microenvironment. These factors contribute to treatment resistance, disease progression, and significant variability in clinical outcomes among patients. This review explores the [...] Read more.
Multiple myeloma (MM) is a complex and heterogeneous hematologic malignancy characterized by clonal evolution, genetic instability, and interactions with a supportive tumor microenvironment. These factors contribute to treatment resistance, disease progression, and significant variability in clinical outcomes among patients. This review explores the mechanisms underlying MM progression, including the genetic and epigenetic changes that drive clonal evolution, the role of the bone marrow microenvironment in supporting tumor growth and immune evasion, and the impact of genomic instability. We highlight the critical insights gained from single-cell technologies, such as single-cell transcriptomics, genomics, and multiomics, which have enabled a detailed understanding of MM heterogeneity at the cellular level, facilitating the identification of rare cell populations and mechanisms of drug resistance. Despite the promise of advanced technologies, MM remains an incurable disease and challenges remain in their clinical application, including high costs, data complexity, and the need for standardized bioinformatics and ethical considerations. This review emphasizes the importance of continued research and collaboration to address these challenges, ultimately aiming to enhance personalized treatment strategies and improve patient outcomes in MM. Full article
(This article belongs to the Special Issue Epigenetic Regulation in Hematologic Malignancies)
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19 pages, 904 KiB  
Review
Diagnostic and Therapeutic Implications of the SUMOylation Pathway in Acute Myeloid Leukemia
by Elena Chatzikalil, Konstantinos Arvanitakis, Filippos Filippatos, Panagiotis T. Diamantopoulos, Theocharis Koufakis and Elena E. Solomou
Cancers 2025, 17(4), 631; https://doi.org/10.3390/cancers17040631 - 13 Feb 2025
Cited by 1 | Viewed by 1204
Abstract
Epigenetics encompasses heritable and stable changes in gene expression caused by external chromosomal modifications, without altering the underlying DNA sequence. Epigenetic modifications, established during early development and maintained through successive cell divisions, play a critical role in regulating gene expression. Post-translational modifications (PTMs) [...] Read more.
Epigenetics encompasses heritable and stable changes in gene expression caused by external chromosomal modifications, without altering the underlying DNA sequence. Epigenetic modifications, established during early development and maintained through successive cell divisions, play a critical role in regulating gene expression. Post-translational modifications (PTMs) are a key aspect of epigenetics and are essential for modulating protein functionality, as well as regulatory cellular processes, including proliferation, differentiation, metabolic pathways, and tumorigenic events. Among these, the small ubiquitin-related modifier (SUMOylation) system is a reversible PTM mechanism that alters target protein interaction surfaces through covalent binding to lysine residues, thereby influencing protein structure and function. Acute myeloid leukemia (AML) is a highly aggressive malignancy characterized by the clonal expansion of primitive hematopoietic stem cells of the myeloid lineage in the bone marrow. Despite recent advancements in therapeutic strategies and an improved understanding of leukemogenic pathways, patient outcomes remain poor, particularly in elderly populations. Consequently, efforts have focused on developing novel agents, including co-targeting specific mutations or integrating targeted therapies into combinatorial chemotherapeutic regimens. Emerging evidence suggests that SUMOylation plays a significant role in AML pathogenesis and treatment response, representing a promising therapeutic target for advanced disease cases. This review provides a brief analysis of the functional role of the SUMOylation system in AML and highlights its potential as a therapeutic target. We also discuss current knowledge gaps and propose directions for future research to advance precision medicine approaches for AML treatment. Full article
(This article belongs to the Special Issue Epigenetics and Transcription Networks in Leukemia)
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17 pages, 973 KiB  
Article
Normal Residual Lymphoid Cell Populations in Blood as Surrogate Biomarker of the Leukemia Cell Kinetics in CLL BinetA/Rai 0
by Fernando Solano, Ignacio Criado, Nahir Moreno, Carlos Gomez-Gonzalez, Ana Lerma-Verdejo, Cristina Teodosio, María Dolores Martinez-Moya, Iryna Luts, Teresa Contreras, Guillermo Oliva-Ariza, Blanca Fuentes Herrero, Jose Manuel Serrano-Lozano, Julia Almeida and Alberto Orfao
Cancers 2025, 17(3), 347; https://doi.org/10.3390/cancers17030347 - 21 Jan 2025
Viewed by 1104
Abstract
Background/Objectives: Despite the current international prognostic index for chronic lymphocytic leukemia (CLL) being widely accepted and broadly used, it does not consider the kinetics of the B-cell clone over time. Here, we investigated the potential association between distinct features of leukemic cells and [...] Read more.
Background/Objectives: Despite the current international prognostic index for chronic lymphocytic leukemia (CLL) being widely accepted and broadly used, it does not consider the kinetics of the B-cell clone over time. Here, we investigated the potential association between distinct features of leukemic cells and other immune cells in blood and the kinetics of clonal B-cells in CLL stage Binet A/Rai 0 (A/0) patients; Methods: Based on the leukemia cell kinetics, 69 CLL A/0 cases followed for a median of 105 months were classified as carrying stable (n = 53) vs. rapidly increasing in size (n = 16) CLL clones; Results: Patients with increasing CLL clones had a significantly higher risk of disease progression and shortened time to first therapy vs. those carrying stable B-cell clones (p ≤ 0.001). Strikingly, the distribution of various immune-cell populations in blood at diagnosis also differed significantly between the two groups, with lower Tαβ CD4+CD8lo cell counts (p = 0.03), a greater switched/unswitched memory B-cell ratio (p = 0.01), and higher plasma cell counts (p = 0.05) in CLL with increasing vs. stable clones. Multivariate analysis revealed that the number of circulating clonal B-cells (≥15 × 109/L) and Tαβ CD4+CD8lo cells (≤35 cells/µL), together with an IGHV unmutated gene status at diagnosis, were independent predictors of an increasing CLL clone; Conclusions: Altogether, these data suggest that the expansion of the CLL clone in stage A/0 patients may depend on both the intrinsic characteristics of CLL cells and the surrounding immune microenvironment. Full article
(This article belongs to the Section Cancer Immunology and Immunotherapy)
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