Publications by authors named "Michelle Lo"

Aims: Veno-arterial extracorporeal membrane oxygenation (VA-ECMO) is a life-saving procedure for supporting patients with cardiogenic shock after cardiac surgery. This work aimed to analyse the impact of changes in blood lactate levels on the survival of patients on post-cardiotomy ECMO (PC-ECMO) and whether lactate clearance (LC) performs better than absolute lactate levels.

Methods And Results: We retrospectively analysed the data of adult patients who received PC-ECMO at our centre between 2016 and 2022.

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Image-based cytometry faces challenges due to technical variations arising from different experimental batches and conditions, such as differences in instrument configurations or image acquisition protocols, impeding genuine biological interpretation of cell morphology. Existing solutions, often necessitating extensive pre-existing data knowledge or control samples across batches, have proved limited, especially with complex cell image data. To overcome this, "Cyto-Morphology Adversarial Distillation" (CytoMAD), a self-supervised multi-task learning strategy that distills biologically relevant cellular morphological information from batch variations, is introduced to enable integrated analysis across multiple data batches without complex data assumptions or extensive manual annotation.

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Background: Colorectal cancer (CRC) is the third highest incidence cancer and is the leading cause of cancer mortality worldwide. Metastasis to distal organ is the major cause of cancer mortality. However, the underlying genetic factors are unclear.

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Complex and irregular cell architecture is known to statistically exhibit fractal geometry, i.e., a pattern resembles a smaller part of itself.

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Colorectal cancer (CRC) is the third highest incidence cancer and a leading cause of cancer mortality worldwide. To date, chemotherapeutic treatment of advanced CRC that has metastasized has a dismayed success rate of less than 30%. Further, most (80%) sporadic CRCs are microsatellite-stable and are refractory to immune checkpoint blockade therapy.

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Current single-cell visualisation techniques project high dimensional data into 'map' views to identify high-level structures such as cell clusters and trajectories. New tools are needed to allow the transversal through the high dimensionality of single-cell data to explore the single-cell local neighbourhood. StarmapVis is a convenient web application displaying an interactive downstream analysis of single-cell expression or spatial transcriptomic data.

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Objectives: The Ponseti method has led to vast improvements in outcomes for infants born with clubfoot deformity, but challenges with compliance during the bracing phase of the protocol remain. Unilateral braces promise higher compliance but often have led to unacceptably high recurrence.

Methods: We have developed a novel unilateral brace for clubfoot deformity that strategically applies patient-specific, anatomically-targeted forces to the lower limb to maintain correction.

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Background: Identifying metastatic melanoma in the sentinel lymph node (SLN) is important because 80% of SLN biopsies are negative and 11% of patients develop complications. The neutrophil-to-lymphocyte ratio (NLR), a biomarker of micrometastatic disease, could improve prediction models for SLN status. We externally validated existing models and developed 'MelRisk' prognostic score to better predict SLN metastasis.

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Laser scanning is used in advanced biological microscopy to deliver superior imaging contrast, resolution and sensitivity. However, it is challenging to scale up the scanning speed required for interrogating a large and heterogeneous population of biological specimens or capturing highly dynamic biological processes at high spatiotemporal resolution. Bypassing the speed limitation of traditional mechanical methods, free-space angular-chirp-enhanced delay (FACED) is an all-optical, passive and reconfigurable laser-scanning approach that has been successfully applied in different microscopy modalities at an ultrafast line-scan rate of 1-80 MHz.

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Up-regulation of long non-coding RNAs (lncRNAs), colon-cancer associated transcript (CCAT) 1 and 2, was associated with worse prognosis in colorectal cancer (CRC). Nevertheless, their role in predicting metastasis in early-stage CRC is unclear. We measured the expression of CCAT1, CCAT2 and their oncotarget, c-Myc, in 150 matched mucosa-tumour samples of early-stage microsatellite-stable Chinese CRC patients with definitive metastasis status by multiplex real-time RT-PCR assay.

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Colorectal cancer (CRC) is a high incidence cancer and major cause of cancer mortality. Though disease-causing tumor suppressors for major syndromes are well characterized, about 10% of CRC is familial but without mutations in known tumor suppressors. We exhaustively screened 100 polyposis families for APC germline mutations and identified 13, which are APC mutation-negative, microsatellite-stable (MSS), and with undetectable mutation in known tumor suppressors.

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Background: Extracapsular spread (ECS) is recognized to be a high-risk factor in melanoma patients with macrometastatic (N+) nodal disease; however, ECS risk in sentinel lymph node (SLN) biopsy, micrometastatic stage III disease is ambiguous.

Objective: The aim of this study was to examine ECS incidence and its prognostic significance.

Methods: A two-center, retrospective analysis of all patients with micro/macrometastatic lymphadenopathy undergoing nodal surgery from 2008 to 2014 was performed.

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The association of the intrinsic optical and biophysical properties of cells to homeostasis and pathogenesis has long been acknowledged. Defining these label-free cellular features obviates the need for costly and time-consuming labelling protocols that perturb the living cells. However, wide-ranging applicability of such label-free cell-based assays requires sufficient throughput, statistical power and sensitivity that are unattainable with current technologies.

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Background: In-transit metastases (ITMs) in melanoma are associated with poor prognosis, however a significant proportion of these patients survive for extended periods without further disease progression. We routinely use locoregional treatment e.g.

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Objectives: The neutrophil-lymphocyte ratio (NLR) is an inflammatory biomarker which is useful in cancer prognostication. We aimed to investigate the differences in baseline NLR between patients with localised and metastatic cutaneous melanoma and how this biomarker changed over time with the recurrence of disease.

Methods: This multicentre cohort study describes patients treated for Stage I-III cutaneous melanoma over 10 years.

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Background: For invasive primary cutaneous melanoma, wider excision is advocated to reduce local recurrence risk and improve patient outcomes. Excision detail is controversial, especially in intermediate- and high-risk primary melanoma (AJCC pT2-pT4). Guidance varies from sizes 1 to 3 cm (translating into large defects of 2-6 cm).

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Introduction: Rapid response teams (RRTs) have become ubiquitous among hospitals in North America, despite lack of robust evidence supporting their effectiveness. Many RRTs do not yet use cognitive aids during these high-stakes, low-frequency scenarios, and there are no standardized cognitive aids that are widely available for RRTs on medicine patients. We sought to design an emergency manual to improve resident performance in common RRT calls.

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Background: The concept of a weekend effect, poorer outcomes for patients admitted to hospitals at the weekend is not new, but is the focus of debate in England. Many studies have been published which consider outcomes for patients on admitted at the weekend. This systematic review and meta-analysis aims to estimate the effect of weekend admission on mortality in UK hospitals.

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Background: In the peripheral blood, the neutrophil-lymphocyte ratio (NLR) and platelet-lymphocyte ratio (PLR) change in response to malignancy. These biomarkers are associated with adverse outcomes in numerous cancers, but the evidence is limited in relation to melanoma. This study sought to investigate the association between these biomarkers and survival in Stages I-III cutaneous melanoma.

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Background: Multiple single nucleotide polymorphisms (SNPs) have been associated with colorectal cancer (CRC) risk. The role of structural or copy number variants (CNV) in CRC, however, remained unclear. We investigated the role of CNVs in patients with sporadic CRC.

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Familial adenomatous polyposis (FAP) is an autosomal-dominantly inherited form of colorectal cancer (CRC) caused by mutation in the adenomatous polyposis coli (APC) gene. Our ability to exhaustively screen for APC mutations identify microsatellite-stable and APC-mutation negative familial CRC patients, enabling us to search for novel genes. We performed genome-wide scan on two affected siblings of one family and 88 ethnicity- and gender-matched healthy controls to identify deletions shared by the siblings.

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Article Synopsis
  • Lung transplant recipients (LTR) have a high risk of developing cutaneous squamous cell carcinoma (SCC), and recent findings indicate that voriconazole, an antifungal medication, may be linked to this risk.
  • A study conducted at UCLA evaluated 400 adult LTRs, comparing two groups: one that received targeted antifungal prophylaxis and another that received universal prophylaxis after a protocol change in 2009.
  • The results showed that the universal prophylaxis cohort had a significantly higher risk of SCC, and greater cumulative exposure to voriconazole was associated with this increased risk, suggesting caution in using voriconazole for these patients.
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