Publications by authors named "D-J Liu"

We introduce a quantum-classical generative model for small-molecule design, specifically targeting KRAS inhibitors for cancer therapy. We apply the method to design, select and synthesize 15 proposed molecules that could notably engage with KRAS for cancer therapy, with two holding promise for future development as inhibitors. This work showcases the potential of quantum computing to generate experimentally validated hits that compare favorably against classical models.

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Prion disease is a fatal neurodegenerative disease caused by the misfolding of prion protein (PrP) encoded by the PRNP gene. While there is currently no cure for the disease, depleting PrP in the brain is an established strategy to prevent or stall templated misfolding of PrP. Here we developed in vivo cytosine and adenine base strategies delivered by adeno-associated viruses to permanently modify the PRNP locus to achieve PrP knockdown in the mouse brain.

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Coexistence of hepatitis B surface antigen (HBsAg) and hepatitis B surface antibody (anti-HBs) has been observed in some chronic hepatitis B (CHB) patients (DP patients), but the clinical outcomes and comprehensive characterization of immune micro-environmental changes for this specific population remain inconclusive. In this study, we retrospectively analyze the prognosis of 305 patients in Foshan City, Guangdong Province, China, and also investigated the molecular immunology changes in HBsAg and anti-HBs double positive CHB patients (DP group), CHB patients who had recovered from IFN-ɑ treatment (RP group), and healthy controls (HC group) using T cell receptor (TCR) and B cell receptor (BCR) immune repertoire sequencing. Our findings revealed that 22.

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Background: Bronchiolitis obliterans syndrome (BOS) is one of the most devastating outcomes of chronic graft-versus-host disease (cGVHD) after allogeneic hematopoietic stem cell transplantation (allo-HSCT). This remains an area of unmet clinical need for optimal therapy for BOS patients partly due to the limited understanding of pathogenic mechanisms.

Methods: We collected blood samples from 22 patients with cGVHD and 11 patients without cGVHD following allo-HSCT.

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Immunoglobulins are important components of humoral immunity and play a crucial role in protecting the body from external antigens. The Arctic fox is an important member of furbearer farming, but due to the lack of research on the immune system of the Arctic fox, animal welfare regarding Arctic fox farming has still not received enough attention. In this study, we used the Arctic fox as a research subject, described the gene locus structure of the Arctic fox immunoglobulin germline by genome comparison, and analysed the mechanism of expression diversity of the antibody pool of the Arctic fox by rapid amplification of cDNA 5' ends and high-throughput sequencing.

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The advent of immune checkpoint inhibition has revolutionized treatment of advanced melanoma. While most patients derive survival benefit from established immunotherapies, notably monoclonal antibodies blocking cytotoxic T-lymphocyte antigen 4 and programmed cell death protein 1, a subset does not optimally respond due to the manifestation of innate or acquired resistance to these therapies. Combination regimens have proven efficacious relative to single-agent blockade, but also yield high-grade treatment toxicities that are often dose-limiting for patients.

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We developed an automated high-throughput Smart-seq3 (HT Smart-seq3) workflow that integrates best practices and an optimized protocol to enhance efficiency, scalability, and method reproducibility. This workflow consistently produces high-quality data with high cell capture efficiency and gene detection sensitivity. In a rigorous comparison with the 10X platform using human primary CD4 + T-cells, HT Smart-seq3 demonstrated higher cell capture efficiency, greater gene detection sensitivity, and lower dropout rates.

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  • Researchers discovered that the beta-lactamase gene (LACTB) is linked to kidney dysfunction and high lipid levels, which are vital aspects of cardiovascular-kidney-metabolic syndrome.
  • In experiments, mice lacking LACTB showed symptoms of impaired glucose tolerance and higher lipid levels, while overexpressing LACTB in specific kidney tubules provided protection against kidney damage.
  • The study reveals that LACTB acts as a mitochondrial protease that activates another gene, PLA2G6, which is important for regulating lipid metabolism and may serve as a target for treating metabolic disorders related to kidney health.
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Introduction: Though recognized as a potential cause of autosomal dominant Alzheimer's disease, the pathogenicity of many PSEN2 variants remains uncertain. We compared amyloid beta (Aβ) production across all missense PSEN2 variants in the AlzForum database and, when possible, to corresponding PSEN1 variants.

Methods: We expressed 74 PSEN2 variants, 21 of which had known, homologous PSEN1 pathogenic variants with the same amino acid substitution, in HEK293 cells lacking presenilin 1/2.

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Tuberculosis is the leading cause of death from an infectious disease, and is caused by Mycobacterium tuberculosis (M.tb). More than 1 billion people worldwide are thought to harbor an M.

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The integration of quantitative trait loci (QTLs) with disease genome-wide association studies (GWASs) has proven successful in prioritizing candidate genes at disease-associated loci. QTL mapping has been focused on multi-tissue expression QTLs or plasma protein QTLs (pQTLs). We generated a cerebrospinal fluid (CSF) pQTL atlas by measuring 6,361 proteins in 3,506 samples.

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Trop2 (trophoblast cell-surface antigen 2) is overexpressed in multiple malignancies and is closely associated with poor prognosis, thus positioning it as a promising target for pan-cancer therapies. Despite the approval of Trop2-targeted antibody-drug conjugates (ADCs), challenges such as side effects, drug resistance, and limited efficacy persist. Recent studies have shown that the dimeric forms of Trop2 are crucial for its oncogenic functions, and the binding epitopes of existing Trop2-targeted drugs lie distant from the dimerization interface, potentially limiting their antitumor efficacy.

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  • A significant portion of ischemic strokes are classified as lacunar subtypes, often characterized by recent small subcortical infarcts (RSSIs), but the long-term effects of these conditions are not well understood.
  • In a study involving 108 participants, hemosiderin deposits (HDs) were found in over half of them within 3 months, and in about 77% within 12 months, with a notable "rim" pattern suggesting they could resemble primary hemorrhage.
  • The study highlighted that the volume of the infarct and a higher total small vessel disease (SVD) score are predictive of the presence of HDs, emphasizing the importance of not misinterpreting these deposits as signs of bleeding in chronic
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T lymphocytes play a vital role in the immune-inflammatory response following a stroke. However, the specific mechanisms behind the contrasting functions of T cells in the brain and peripheral tissues after a stroke remain unclear and require further investigation. T-cell receptors (TCRs) are essential in controlling how T lymphocytes develop and become active.

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Background: Human herpesvirus 6B (HHV-6B) frequently reactivates following allogeneic stem cell transplant (alloHCT). Consensus guidelines note that haploidentical alloHCT may represent a high-risk population for which there is little evidence; this warrants further investigation.

Methods: In this single-center retrospective study, we evaluated 188 consecutive adult patients receiving haploidentical alloHCT between 11/2014 and 11/2020 and compared outcomes between patients with HHV-6B reactivation receiving targeted antiviral therapy and those who were clinically observed.

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Background: Accumulating data implicate interleukin (IL)-33, a proinflammatory cytokine released locally upon epithelial cell damage, in the pathogenesis of COPD. In a phase 2 study, itepekimab, a human monoclonal antibody against IL-33, reduced exacerbations and improved lung function in a subgroup analysis of former smokers with COPD with an acceptable safety profile.

Methods: The study designs of AERIFY-1 and AERIFY-2 are described in this article.

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  • Cervical artery dissection (CeAD) is a leading cause of ischemic strokes in young adults, and this study explored the effects of intravenous thrombolysis (IVT) on patients with CeAD and stroke symptoms.
  • Analyzed data from the STOP-CAD study, it found that IVT significantly improved functional independence after 90 days in patients without increasing the risk of symptomatic intracranial hemorrhage.
  • The results suggest that IVT is a beneficial treatment for eligible patients with CeAD, aligning with current medical guidelines on its use.
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Broadly reactive antibodies that target sequence-diverse antigens are of interest for vaccine design and monoclonal antibody therapeutic development because they can protect against multiple strains of a virus and provide a barrier to evolution of escape mutants. Using LIBRA-seq (linking B cell receptor to antigen specificity through sequencing) data for the B cell repertoire of an individual chronically infected with human immunodeficiency virus type 1 (HIV-1), we identified a lineage of IgG3 antibodies predicted to bind to HIV-1 Envelope (Env) and influenza A Hemagglutinin (HA). Two lineage members, antibodies 2526 and 546, were confirmed to bind to a large panel of diverse antigens, including several strains of HIV-1 Env, influenza HA, coronavirus (CoV) spike, hepatitis C virus (HCV) E protein, Nipah virus (NiV) F protein, and Langya virus (LayV) F protein.

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  • Traditional short-read sequencing struggles to accurately reconstruct the diverse immune repertoire (IR), prompting the development of a new method called full-length IR sequencing (FLIRseq) using linear rolling circle amplification and nanopore sequencing.
  • FLIRseq demonstrated greater accuracy, lower mismatch and gap rates compared to nanopore reads and traditional B-cell/T-cell receptor sequencing, effectively analyzing IRs from patients with various conditions like leukemia, allergies, and psoriasis.
  • This method provides valuable insights into immune system function, improves monitoring of diseases, and enhances the potential for personalized therapies by revealing details about gene recombination and immunoglobulin classes.
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  • - * The development of a new intravital 3D imaging technology called RUSH3D allows for high-resolution imaging while overcoming challenges like data overload and phototoxicity.
  • - * RUSH3D achieves impressive imaging performance, capturing details across a large volume with minimal impact on sample health, and enhancing data throughput by 13 times.
  • - * This innovative tool has been used to study complex biological processes, including neural activity and immune responses, providing insights into cellular interactions at an organ level.
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Heart failure is a leading cause of morbidity and mortality. Elevated intracardiac pressures and myocyte stretch in heart failure trigger the release of counter-regulatory natriuretic peptides, which act through their receptor (NPR1) to affect vasodilation, diuresis and natriuresis, lowering venous pressures and relieving venous congestion. Recombinant natriuretic peptide infusions were developed to treat heart failure but have been limited by a short duration of effect.

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  • Advancing age makes it harder for people to fight skin melanoma, a type of skin cancer.
  • Scientists found that tiny particles called extracellular vesicles (EVs) from older cells change in content, even though they look the same as those from younger cells.
  • A special protein called CD9 decreases as we age, which affects how these EVs can help tumors grow, making older cells better at supporting cancer.
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Besides chemotherapy and hematopoietic stem cell transplantation (HSCT), autologous T cells can also serve as a new treatment approach for AML patients. However, the features of tumor-reactive T cells and their distinctive markers still lack full description. To evaluate the characteristics of tumor-reactive T cells, we collected bone marrow (BM) T cells from newly diagnosed AML patients with RUNX1::RUNX1T1 as examples for paired single-cell RNA sequencing and single-cell V(D)J sequencing.

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  • Scientists wanted a better way to predict how well liver transplants work, so they created a new model that uses information from both donors and recipients.
  • They tested this model with data from 528 patients and found that specific factors, like cold ischemia time (how long the liver was without blood) and a score called MELD, could help predict survival after the transplant.
  • The new model, called the CIT-MELD Index (CMI), was found to be more effective than older methods at predicting outcomes and understanding the risks involved in liver transplants.
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  • - The study aimed to investigate how often new brain infarcts occur within a year after a minor stroke and their connections to existing cerebral small vessel disease (SVD), vascular risk factors, and cognitive decline.
  • - Researchers followed 229 stroke patients over a year, using MRI scans to find 117 new infarcts in 24.8% of participants, primarily in small subcortical areas rather than cortical areas.
  • - The baseline SVD score was found to be the strongest predictor of new infarcts, while cognitive tests at one year showed lower scores correlated with previous cognitive performance and intelligence, indicating a potential decline in cognitive function related to these infarcts.
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