Publications by authors named "Linling Cheng"

In many clinical and research settings, the scarcity of high-quality medical imaging datasets has hampered the potential of artificial intelligence (AI) clinical applications. This issue is particularly pronounced in less common conditions, underrepresented populations and emerging imaging modalities, where the availability of diverse and comprehensive datasets is often inadequate. To address this challenge, we introduce a unified medical image-text generative model called MINIM that is capable of synthesizing medical images of various organs across various imaging modalities based on textual instructions.

View Article and Find Full Text PDF

Research on virus/receptor interactions has uncovered various mechanisms of antibody-mediated neutralization against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). However, understanding of neutralization by antibodies targeting the silent face, which recognize epitopes on glycan shields, remains limited, and their potential protective efficacy in vivo is not well understood. This study describes a silent face neutralizing antibody, 3711, which targets a non-supersite on the N-terminal domain (NTD) of the spike protein.

View Article and Find Full Text PDF
Article Synopsis
  • The study investigates the effectiveness of a new imaging technique, fluorine-18-labeled FAP inhibitor (FAPI-42), for detecting systemic vasculitis in patients, comparing it to the standard FDG imaging technique.
  • A retrospective analysis of 30 patients revealed that FAPI-42 had a higher detection rate for lesions (100% vs. 93.3%) and identified more lesions overall compared to FDG (161 vs. 145).
  • FAPI-42 also showed a moderate correlation with inflammatory markers, suggesting it may be a valuable tool for assessing systemic vasculitis severity.
View Article and Find Full Text PDF

Unlabelled: Although the Omicron variant has been associated with greater transmissibility and tropism of the upper respiratory tract, the clinical and pathogenic features of patients infected with the Omicron variant during an outbreak in China have been unclear. Adults with COVID-19 were retrospectively enrolled from seven medical centers in Guangzhou, China, and clinical information and specimens ( BALF, sputum, and throat swabs) from participants were collected. Conventional detection methods, metagenomics next-generation sequencing (mNGS), and other methods were used to detect pathogens in lower respiratory tract samples.

View Article and Find Full Text PDF

Background: Rheumatoid arthritis (RA) is one of the most common forms of arthritis. Extracorporeal shockwave therapy (ESWT) has been identified as a viable alternative therapeutic approach in light of the present protracted clinical course of pharmacological treatment, and changes in levels of marker proteins in the blood samples of RA patients can be utilized to assess treatment outcomes.

Methods: A randomized controlled trial was conducted involving forty patients diagnosed with rheumatoid arthritis (RA) who were assigned randomly to two groups.

View Article and Find Full Text PDF

Background: Microbial infection and colonization are frequently associated with disease progression and poor clinical outcomes in bronchiectasis. Identification of pathogen spectrum is crucial for precision treatment at exacerbation of bronchiectasis.

Methods: We conducted a prospective cohort study in patients with bronchiectasis exacerbation onset and stable state.

View Article and Find Full Text PDF

Background: In vitro fertilization (IVF) has emerged as a transformative solution for infertility. However, achieving favorable live-birth outcomes remains challenging. Current clinical IVF practices in IVF involve the collection of heterogeneous embryo data through diverse methods, including static images and temporal videos.

View Article and Find Full Text PDF
Article Synopsis
  • Invasive fungal disease (IFD) poses a significant health threat globally, including high rates of misdiagnosis, poor antifungal quality, and adverse treatment effects leading to increased hospital stays and healthcare burdens.
  • Antifungal stewardship (AFS) is crucial for improving diagnosis rates, reducing inappropriate drug use, enhancing patient outcomes, and lowering healthcare costs, prompting the need for metrics tailored to China's healthcare context.
  • A consensus was achieved among 46 experts on 24 AFS metrics, categorized into patient, timing, and usage metrics, marking a significant step towards improving IFD management in China.
View Article and Find Full Text PDF
Article Synopsis
  • The Omicron variant of COVID-19 spreads easily but usually causes milder illness than other variants, and researchers wanted to see how it relates to sepsis in hospitalized patients.
  • In a study of 299 hospitalized adults in China, they checked for sepsis using the Sepsis 3.0 definition and looked at how it affected patients' health and need for intensive care.
  • They found that 64% of patients had sepsis, with a higher number of serious cases among older men and those with other health problems, showing that Omicron can still lead to serious complications.
View Article and Find Full Text PDF

Aging in an individual refers to the temporal change, mostly decline, in the body's ability to meet physiological demands. Biological age (BA) is a biomarker of chronological aging and can be used to stratify populations to predict certain age-related chronic diseases. BA can be predicted from biomedical features such as brain MRI, retinal, or facial images, but the inherent heterogeneity in the aging process limits the usefulness of BA predicted from individual body systems.

View Article and Find Full Text PDF
Article Synopsis
  • Researchers are developing a new vaccine to protect against multiple betacoronaviruses, including SARS-CoV-2 variants and MERS-CoV, due to their significant public health threat.
  • The vaccine uses a mosaic ferritin nanoparticle that displays key spike proteins from different coronaviruses, showing strong immune responses and efficacy in mice and nonhuman primates.
  • Administering a low dose at intervals results in effective protection against various β-CoVs, suggesting this vaccine may serve as a broad-spectrum option for future outbreaks.
View Article and Find Full Text PDF

Poorly differentiated esophageal adenocarcinoma (PDEAC) has a dismal prognosis. Glypican-1(GPC-1) is known to be upregulated in several cancer types in contrast to healthy tissues, rendering it as a biomarker. Nevertheless, the potential therapeutic targeting of GPC-1 has not been explored in PDEAC.

View Article and Find Full Text PDF

Host-pathogen interactions and pathogen evolution are underpinned by protein-protein interactions between viral and host proteins. An understanding of how viral variants affect protein-protein binding is important for predicting viral-host interactions, such as the emergence of new pathogenic SARS-CoV-2 variants. Here we propose an artificial intelligence-based framework called UniBind, in which proteins are represented as a graph at the residue and atom levels.

View Article and Find Full Text PDF

Background/aim: The primary mode of therapy for individuals with locally advanced esophageal adenocarcinoma (EAC) is neoadjuvant chemotherapy, commonly 5-Fluorouracil (5-FU). However, approximately 30% of these patients develop resistance to therapy. Glypican-1 (GPC-1) has been identified as one of the key drivers of chemoresistance in cancer; however, its role in EAC cells has not been explored.

View Article and Find Full Text PDF

The high risk of postoperative mortality in lung adenocarcinoma (LUAD) patients is principally driven by cancer recurrence and low response rates to adjuvant treatment. Here, A combined cohort containing 1,026 stage I-III patients was divided into the learning ( = 678) and validation datasets ( = 348). The former was used to establish a 16-mRNA risk signature for recurrence prediction with multiple statistical algorithms, which was verified in the validation set.

View Article and Find Full Text PDF

Background: The early radiological signs of progression in bronchiectasis remain unclear. The objective of the present study was to compare endobronchial optical coherence tomography (EB-OCT) and chest computed tomography (CT) for the evaluation of radiological progression of bronchiectasis stratification of the presence (TW) or absence (TW) of thickened-walled bronchioles surrounding dilated bronchi in patients with bronchiectasis based on CT, and determine the risk factors.

Methods: In this prospective cohort study, we performed both chest CT and EB-OCT at baseline and 5-year follow-up, to compare changes in airway calibre metrics.

View Article and Find Full Text PDF

Background: Invasive fungal disease (IFD) is associated with high morbidity and mortality. Data are lacking regarding physicians' perspectives on the diagnosis and management of IFD in China.

Objectives: To evaluate physicians' perspectives on the diagnosis and management of IFD.

View Article and Find Full Text PDF

Background: Glypican 1 (GPC1) is a heparan sulphate proteoglycan cell membrane protein. It is implicated in driving cancers of the breast, brain, pancreas, and prostate; however, its role in esophagogastric cancer (EGAC) remains unexplored. The aim of the study was to investigate and elucidate the molecular mechanistic of GPC1 in human EGAC.

View Article and Find Full Text PDF

Background: Observational studies demonstrate a protective effect of statins on the development and progression of esophageal adenocarcinoma. The role of statins in the prevention of reflux-induced esophageal changes remains unknown.

Aims: Using a mixed gastroduodenal reflux mouse model, we hypothesized that oral administration of simvastatin would attenuate reflux-induced mucosal changes of the distal esophagus.

View Article and Find Full Text PDF

Objectives: The mitochondrial adenosine triphosphate-sensitive potassium channel is central to pharmacologically induced tolerance to spinal cord injury. We hypothesized that both direct and nitric oxide-dependent indirect activation of the adenosine triphosphate-sensitive potassium channel contribute to the induction of ischemic metabolic tolerance.

Methods: Spinal cord injury was induced in adult male C57BL/6 mice through 7 minutes of thoracic aortic crossclamping.

View Article and Find Full Text PDF

Clinical value of metagenomic next-generation sequencing (mNGS) in pneumonia management is still controversial. A prospective study was conducted to evaluate the clinical impact of PneumoSeq in 57 immunocompetent (ICO) and 75 immunocompromised (ICH) pneumonia patients. The value of PneumoSeq for both etiological and clinical impact investigation in pneumonia was assessed.

View Article and Find Full Text PDF

Background: Risk of adverse outcomes in COVID-19 patients by stratifying by the time from symptom onset to confirmed diagnosis status is still uncertain.

Methods: We included 1,590 hospitalized COVID-19 patients confirmed by real-time RT-PCR assay or high-throughput sequencing of pharyngeal and nasal swab specimens from 575 hospitals across China between 11 December 2019 and 31 January 2020. Times from symptom onset to confirmed diagnosis, from symptom onset to first medical visit and from first medical visit to confirmed diagnosis were described and turned into binary variables by the maximally selected rank statistics method.

View Article and Find Full Text PDF

Background: Spinal cord injury remains a devastating complication of thoracoabdominal aortic surgery. We previously demonstrated that pretreatment with nicorandil preserved motor function in a murine spinal cord injury model through mitochondrial adenosine triphosphate-sensitive potassium channel activation. We hypothesized that the neuroprotective effect of nicorandil is mediated by downstream generation of reactive oxygen species.

View Article and Find Full Text PDF

Background: Various adhesion molecules, including intercellular adhesion molecule 1 (ICAM-1) and vascular cell adhesion molecule 1 (VCAM-1), have been shown to play a role in inflammation as well as contribute to tumor progression and prognosis. We hypothesized that gastroduodenal reflux upregulates ICAM-1 and VCAM-1 expression in the distal esophagus, serving as possible early markers of pathologic esophageal disease.

Methods: Normal human esophageal epithelial cells (HET1A), Barrett cells (CPB), and esophageal adenocarcinoma cells (FLO1 and OE33) were treated with deoxycholic acid at increasing concentrations for 24 hours.

View Article and Find Full Text PDF