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Ngo, Long

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Ngo

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Ngo, Long

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Now showing 1 - 3 of 3
  • Publication

    Methodologic considerations in the design and analysis of nested case-control studies: association between cytokines and postoperative delirium

    (BioMed Central, 2017) Ngo, Long; Inouye, Sharon; Jones, Richard N.; Travison, Thomas; Libermann, Towia; Dillon, Simon; Kuchel, George A.; Vasunilashorn, Sarinnapha M.; Alsop, David; Marcantonio, Edward

    Background: The nested case-control study (NCC) design within a prospective cohort study is used when outcome data are available for all subjects, but the exposure of interest has not been collected, and is difficult or prohibitively expensive to obtain for all subjects. A NCC analysis with good matching procedures yields estimates that are as efficient and unbiased as estimates from the full cohort study. We present methodological considerations in a matched NCC design and analysis, which include the choice of match algorithms, analysis methods to evaluate the association of exposures of interest with outcomes, and consideration of overmatching. Methods: Matched, NCC design within a longitudinal observational prospective cohort study in the setting of two academic hospitals. Study participants are patients aged over 70 years who underwent scheduled major non-cardiac surgery. The primary outcome was postoperative delirium from in-hospital interviews and medical record review. The main exposure was IL-6 concentration (pg/ml) from blood sampled at three time points before delirium occurred. We used nonparametric signed ranked test to test for the median of the paired differences. We used conditional logistic regression to model the risk of IL-6 on delirium incidence. Simulation was used to generate a sample of cohort data on which unconditional multivariable logistic regression was used, and the results were compared to those of the conditional logistic regression. Partial R-square was used to assess the level of overmatching. Results: We found that the optimal match algorithm yielded more matched pairs than the greedy algorithm. The choice of analytic strategy—whether to consider measured cytokine levels as the predictor or outcome-- yielded inferences that have different clinical interpretations but similar levels of statistical significance. Estimation results from NCC design using conditional logistic regression, and from simulated cohort design using unconditional logistic regression, were similar. We found minimal evidence for overmatching. Conclusions: Using a matched NCC approach introduces methodological challenges into the study design and data analysis. Nonetheless, with careful selection of the match algorithm, match factors, and analysis methods, this design is cost effective and, for our study, yields estimates that are similar to those from a prospective cohort study design.

  • Publication

    The Short-Term and Long-Term Relationship Between Delirium and Cognitive Trajectory in Older Surgical Patients

    (Wiley, 2016-07) Inouye, Sharon; Marcantonio, Edward; Kosar, Cyrus M.; Tommet, Douglas; Schmitt, Eva M.; Travison, Thomas; Saczynski, Jane S.; Ngo, Long; Alsop, David; Jones, Richard N.

    INTRODUCTION Since the relationship between delirium and long-term cognitive decline has not been well-explored, we evaluated this association in a prospective study.

    METHODS SAGES is an on-going study involving 560 adults age 70+ without dementia scheduled for major surgery. Delirium was assessed daily in the postoperative period using the Confusion Assessment Method. General Cognitive Performance (GCP) and the Informant Questionnaire for Cognitive Decline in the Elderly (IQCODE) were assessed preoperatively then repeatedly out to 36 months.

    RESULTS On average, patients with post-operative delirium had significantly lower preoperative cognitive performance, greater immediate (1 month) impairment, equivalent recovery at 2 months, and significantly greater long-term cognitive decline relative to the non-delirium group. Proxy reports corroborated the clinical significance of the long-term cognitive decline in delirious patients.

    DISCUSSION Cognitive decline following surgery is biphasic and accelerated among persons with delirium. The pace of long-term decline is similar to that seen with Mild Cognitive Impairment.

  • Publication

    Hyperintense Cortical Signal on Magnetic Resonance Imaging Reflects Focal Leukocortical Encephalitis and Seizure Risk in Progressive Multifocal Leukoencephalopathy

    (Wiley, 2014-05) Khoury, Michael N.; Alsop, David; Agnihotri, Shruti P.; Pfannl, Rolf; Wuthrich, Christian; Ho, Mai-Lan; Hackney, David; Ngo, Long; Anderson, Matthew; Koralnik, Igor

    Objective To determine the frequency of hyperintense cortical signal (HCS) on T1-weighted pre-contrast MRI in progressive multifocal leukoencephalopathy (PML) patients, its association with seizure risk and immune reconstitution inflammatory syndrome (IRIS), and its pathologic correlate.

    Methods We reviewed clinical data including seizure history, presence of IRIS, and MRI scans from PML patients evaluated at our institution between 2003 and 2012. Cases that were diagnosed either by CSF JC Virus (JCV) PCR, brain biopsy or autopsy, and who had MRI images available were included in the analysis (n=49). We characterized pathologic findings in areas of the brain displaying HCS in two patients and compared them with isointense cortex in the same individuals.

    Results Of 49 patients, 17 (34.7%) had seizures and 30 (61.2%) had HCS adjacent to subcortical PML lesions on MRI. Of the 17 PML patients with seizures, 15 (88.2%) had HCS compared to 15/32 (46.9%) patients without seizures (p= 0.006). HCS was associated with seizure development with a relative risk (RR) of 4.75 (95% confidence interval of 1.2 to 18.5; p=0.006). Of the 20 patients with IRIS, 16 (80.0%) had HCS compared to 14/29 (49.3%) of those without IRIS (p=0.04). On histological examination, HCS areas were associated with striking JCV-associated demyelination of cortical and sub-cortical U-fibers, significant macrophage infiltration and a pronounced reactive gliosis in the deep cortical layers.

    Interpretation Seizures are a frequent complication in PML. HCS is associated with seizures as well as IRIS, and correlates histologically with JCV focal leukocortical encephalitis (JCV FLE).