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1.
BMC Infect Dis ; 19(1): 445, 2019 May 21.
Article in English | MEDLINE | ID: mdl-31113382

ABSTRACT

BACKGROUND: Candidaemia is associated with high mortality. Variables associated with mortality have been published previously, but not developed into a risk predictive model for mortality. We sought to describe the current epidemiology of candidaemia in Australia, analyse predictors of 30-day all-cause mortality, and develop and validate a mortality risk predictive model. METHODS: Adults with candidaemia were studied prospectively over 12 months at eight institutions. Clinical and laboratory variables at time of blood culture-positivity were subject to multivariate analysis for association with 30-day all-cause mortality. A predictive score for mortality was examined by area under receiver operator characteristic curves and a historical data set was used for validation. RESULTS: The median age of 133 patients with candidaemia was 62 years; 76 (57%) were male and 57 (43%) were female. Co-morbidities included underlying haematologic malignancy (n = 20; 15%), and solid organ malignancy in (n = 25; 19%); 55 (41%) were in an intensive care unit (ICU). Non-albicans Candida spp. accounted for 61% of cases (81/133). All-cause 30-day mortality was 31%. A gastrointestinal or unknown source was associated with higher overall mortality than an intravascular or urologic source (p < 0.01). A risk predictive score based on age > 65 years, ICU admission, chronic organ dysfunction, preceding surgery within 30 days, haematological malignancy, source of candidaemia and antibiotic therapy for ≥10 days stratified patients into < 20% or ≥ 20% predicted mortality. The model retained accuracy when validated against a historical dataset (n = 741). CONCLUSIONS: Mortality in patients with candidaemia remains high. A simple mortality risk predictive score stratifying patients with candidaemia into < 20% and ≥ 20% 30-day mortality is presented. This model uses information available at time of candidaemia diagnosis is easy to incorporate into decision support systems. Further validation of this model is warranted.


Subject(s)
Candidemia/mortality , Aged , Antifungal Agents/therapeutic use , Australia/epidemiology , Candida/classification , Candida/genetics , Candida/isolation & purification , Candidemia/drug therapy , Candidemia/epidemiology , Candidemia/microbiology , Female , Hematologic Neoplasms/complications , Hospitalization/statistics & numerical data , Humans , Intensive Care Units/statistics & numerical data , Male , Middle Aged , Multivariate Analysis , Predictive Value of Tests , Prospective Studies , ROC Curve , Risk Factors
2.
Neuroimage Clin ; 22: 101760, 2019.
Article in English | MEDLINE | ID: mdl-30927608

ABSTRACT

BACKGROUND: Mismatch negativity (MMN) is a measure of pre-attentive auditory information processing related to change detection. Traditional scalp-level EEG methods consistently find attenuated MMN in patients with chronic but not first-episode schizophrenia. In the current paper, we use a source-resolved method to assess MMN and hypothesize that more subtle changes can be identified with this analysis method. METHOD: Fifty-six first-episode antipsychotic-naïve schizophrenia (FEANS) patients (31 males, 25 females, mean age 24.6) and 64 matched controls (37 males, 27 females, mean age 24.8) were assessed for duration-, frequency- and combined-type MMN and P3a as well as 4 clinical, 3 cognitive and 3 psychopathological measures. To evaluate and correlate MMN at source-level, independent component analysis (ICA) was applied to the continuous EEG data to derive equivalent current dipoles which were clustered into 19 clusters based on cortical location. RESULTS: No scalp channel group MMN or P3a amplitude differences were found. Of the localized clusters, several were in or near brain areas previously suggested to be involved in the MMN response, including frontal and anterior cingulate cortices and superior temporal and inferior frontal gyri. For duration deviants, MMN was attenuated at the right superior temporal gyrus in patients compared to healthy controls (p = 0.01), as was P3a at the superior frontal cortex (p = 0.01). No individual patient correlations with clinical, cognitive, or psychopathological measures survived correction for multiple comparisons. CONCLUSION: Attenuated source-localized MMN and P3a peak contributions can be identified in FEANS patients using a method based on independent component analysis (ICA). This indicates that deficits in pre-attentive auditory information processing are present at this early stage of schizophrenia and are not the result of disease chronicity or medication. This is to our knowledge the first study on FEANS patients using this more detailed method.


Subject(s)
Electroencephalography/methods , Evoked Potentials/physiology , Schizophrenia/physiopathology , Signal Processing, Computer-Assisted , Adult , Event-Related Potentials, P300/physiology , Evoked Potentials, Auditory/physiology , Female , Humans , Male , Young Adult
4.
Psychiatry Res ; 255: 387-393, 2017 09.
Article in English | MEDLINE | ID: mdl-28666245

ABSTRACT

The sensory gating deficits in schizophrenia have been theorized to associate with increased distractibility. We explore the potential associations between sensory and sensorimotor gating and subjective and objective indices of distraction in healthy subjects. Forty healthy males were assessed with the P50 suppression and pre-pulse inhibition of the startle reflex (PPI) paradigms. Additionally, a neurocognitive test battery was administered in a cross-over design: with/without auditory distraction. Significant effects of distraction were found in response inhibition, and verbal working memory and attention. Parameters from the PPI and P50 suppression paradigms were significantly associated with the distractor effects on strategy formation, cognitive inhibition and flexibility, visual short-term memory, and the level of subjective distraction. Subjectively reported distraction was significantly associated with verbal working memory and attention as well as executive and supervisory processes. Sensory and sensorimotor gating efficiency do not reflect the effect of distraction across executive and attention functions i.e. we did not observe a generalized distractor effect. Gating only related to the effect of distraction on strategy formation, cognitive inhibition and flexibility, as well as visual short term memory. Future studies should investigate if gating deficits affect the distractibility of the same specific cognitive functions in patients with schizophrenia.


Subject(s)
Attention/physiology , Cognition Disorders/psychology , Inhibition, Psychological , Memory, Short-Term/physiology , Sensory Gating/physiology , Acoustic Stimulation/methods , Adult , Cognition , Cognition Disorders/physiopathology , Cross-Over Studies , Evoked Potentials/physiology , Healthy Volunteers , Humans , Male , Mental Status and Dementia Tests , Prepulse Inhibition , Reflex, Startle/physiology
5.
Transl Psychiatry ; 7(4): e1087, 2017 04 11.
Article in English | MEDLINE | ID: mdl-28398342

ABSTRACT

Deficits in information processing and cognition are among the most robust findings in schizophrenia patients. Previous efforts to translate group-level deficits into clinically relevant and individualized information have, however, been non-successful, which is possibly explained by biologically different disease subgroups. We applied machine learning algorithms on measures of electrophysiology and cognition to identify potential subgroups of schizophrenia. Next, we explored subgroup differences regarding treatment response. Sixty-six antipsychotic-naive first-episode schizophrenia patients and sixty-five healthy controls underwent extensive electrophysiological and neurocognitive test batteries. Patients were assessed on the Positive and Negative Syndrome Scale (PANSS) before and after 6 weeks of monotherapy with the relatively selective D2 receptor antagonist, amisulpride (280.3±159 mg per day). A reduced principal component space based on 19 electrophysiological variables and 26 cognitive variables was used as input for a Gaussian mixture model to identify subgroups of patients. With support vector machines, we explored the relation between PANSS subscores and the identified subgroups. We identified two statistically distinct subgroups of patients. We found no significant baseline psychopathological differences between these subgroups, but the effect of treatment in the groups was predicted with an accuracy of 74.3% (P=0.003). In conclusion, electrophysiology and cognition data may be used to classify subgroups of schizophrenia patients. The two distinct subgroups, which we identified, were psychopathologically inseparable before treatment, yet their response to dopaminergic blockade was predicted with significant accuracy. This proof of principle encourages further endeavors to apply data-driven, multivariate and multimodal models to facilitate progress from symptom-based psychiatry toward individualized treatment regimens.


Subject(s)
Cognition Disorders/physiopathology , Cognition Disorders/psychology , Mental Processes/physiology , Schizophrenia/classification , Schizophrenia/physiopathology , Schizophrenic Psychology , Adult , Algorithms , Amisulpride , Antipsychotic Agents/adverse effects , Antipsychotic Agents/therapeutic use , Cognition Disorders/diagnosis , Cognition Disorders/drug therapy , Electroencephalography/drug effects , Evoked Potentials/drug effects , Evoked Potentials/physiology , Female , Follow-Up Studies , Humans , Machine Learning , Male , Mental Processes/drug effects , Neuropsychological Tests/statistics & numerical data , Normal Distribution , Psychiatric Status Rating Scales/statistics & numerical data , Psychometrics , Reference Values , Schizophrenia/diagnosis , Schizophrenia/drug therapy , Sulpiride/analogs & derivatives , Sulpiride/therapeutic use
6.
Acta Psychiatr Scand ; 136(1): 52-62, 2017 07.
Article in English | MEDLINE | ID: mdl-28260235

ABSTRACT

OBJECTIVE: Schizophrenia is associated with profound cognitive and psychosocial impairments. Glucagon-like peptide-1 receptor agonists (GLP-1RAs) are used for diabetes and obesity treatment, and animal studies have indicated cognitive-enhancing effects. In this investigator-initiated, double-blind, randomized, placebo-controlled trial, we tested non-metabolic effects of exenatide once-weekly (Bydureon™) in obese, antipsychotic-treated patients with schizohrenia spectrum disorder. METHOD: Before and after 3 months of exenatide (N = 20) or placebo (N = 20) treatment, patients were assessed with the following: Brief Assessment of Cognition in Schizophrenia (BACS), Rey-Osterreith complex figure test (REY), Short-Form Health Survey (SF-36), Personal and Social Performance Scale (PSP) and the Positive and Negative Syndrome Scale (PANSS). We used BACS composite score as the main outcome measure. RESULTS: Repeated measures analysis of variance on BACS composite score showed significant effect of 'Time' (P < 0.001), no effect of 'Group' (P = 0.64) and no 'Time*Group' interaction (P = 0.77). For REY, SF-36, PSP and PANSS, only significant 'Time' effects were found. CONCLUSION: The non-significant results of this first clinical trial exploring non-metabolic effects of a long-acting GLP-1RA in patients with schizophrenia could reflect a general problem of translating cognitive-enhancing effects of GLP-1RAs from animals to humans or be explained by factors specifically related to schizophrenia spectrum patients with obesity such as antipsychotic treatment.


Subject(s)
Cognitive Dysfunction/drug therapy , Glucagon-Like Peptide-1 Receptor/agonists , Hypoglycemic Agents/pharmacology , Obesity/drug therapy , Peptides/pharmacology , Schizophrenia/drug therapy , Venoms/pharmacology , Adult , Aged , Antipsychotic Agents , Cognitive Dysfunction/etiology , Comorbidity , Delayed-Action Preparations , Double-Blind Method , Exenatide , Female , Humans , Hypoglycemic Agents/administration & dosage , Male , Middle Aged , Obesity/epidemiology , Peptides/administration & dosage , Schizophrenia/complications , Schizophrenia/epidemiology , Treatment Failure , Venoms/administration & dosage , Young Adult
7.
Acta Psychiatr Scand ; 135(3): 250-258, 2017 Mar.
Article in English | MEDLINE | ID: mdl-27988937

ABSTRACT

OBJECTIVE: Neurocognition is known to impact functioning in individuals at ultrahigh risk (UHR) for psychosis, but studies investigating potential mediators of this relationship are scarce. Building on evidence from schizophrenia spectrum disorders, the study tested whether negative symptoms and social skills act as mediators between neurocognition and functional outcome in UHR individuals. METHODS: Ultrahigh risk participants (N = 84) underwent neurocognitive testing using the Brief Assessment of Cognition in Schizophrenia. Social skills and negative symptoms were assessed using the High-Risk Social Challenge task and the Scale for the Assessment of Negative Symptoms respectively. Four instruments were used to assess overall functioning, and one instrument assessed quality of life encompassing social functioning. RESULTS: The cross-sectional analyses revealed that neurocognition was related to the measures of functioning. Negative symptoms mediated the relationship between neurocognition and four of the five measures of functioning. We did not find social skills to mediate between neurocognition and functioning. CONCLUSION: Negative symptoms appear to mediate the relationship between neurocognition and functional outcome in UHR individuals, but the finding needs to be confirmed and extended to longitudinal studies. This underscores the importance of focusing on both neurocognition and negative symptoms when aiming at improving the functional outcome of UHR individuals.


Subject(s)
Cognition Disorders/complications , Psychotic Disorders/psychology , Social Behavior Disorders/complications , Adult , Cognition Disorders/psychology , Cross-Sectional Studies , Female , Humans , Longitudinal Studies , Male , Neuropsychological Tests , Psychiatric Status Rating Scales , Psychotic Disorders/physiopathology , Quality of Life , Risk Factors , Social Behavior , Social Behavior Disorders/psychology , Young Adult
8.
Clin Microbiol Infect ; 22(9): 775-781, 2016 Sep.
Article in English | MEDLINE | ID: mdl-26806139

ABSTRACT

Mucormycosis is the second most common cause of invasive mould infection and causes disease in diverse hosts, including those who are immuno-competent. We conducted a multicentre retrospective study of proven and probable cases of mucormycosis diagnosed between 2004-2012 to determine the epidemiology and outcome determinants in Australia. Seventy-four cases were identified (63 proven, 11 probable). The majority (54.1%) were caused by Rhizopus spp. Patients who sustained trauma were more likely to have non-Rhizopus infections relative to patients without trauma (OR 9.0, p 0.001, 95% CI 2.1-42.8). Haematological malignancy (48.6%), chemotherapy (42.9%), corticosteroids (52.7%), diabetes mellitus (27%) and trauma (22.9%) were the most common co-morbidities or risk factors. Rheumatological/autoimmune disorders occurred in nine (12.1%) instances. Eight (10.8%) cases had no underlying co-morbidity and were more likely to have associated trauma (7/8; 87.5% versus 10/66; 15.2%; p <0.001). Disseminated infection was common (39.2%). Apophysomyces spp. and Saksenaea spp. caused infection in immuno-competent hosts, most frequently associated with trauma and affected sites other than lung and sinuses. The 180-day mortality was 56.7%. The strongest predictors of mortality were rheumatological/autoimmune disorder (OR = 24.0, p 0.038 95% CI 1.2-481.4), haematological malignancy (OR = 7.7, p 0.001, 95% CI 2.3-25.2) and admission to intensive care unit (OR = 4.2, p 0.02, 95% CI 1.3-13.8). Most deaths occurred within one month. Thereafter we observed divergence in survival between the haematological and non-haematological populations (p 0.006). The mortality of mucormycosis remains particularly high in the immuno-compromised host. Underlying rheumatological/autoimmune disorders are a previously under-appreciated risk for infection and poor outcome.


Subject(s)
Mucormycosis/epidemiology , Adolescent , Adult , Aged , Australia/epidemiology , Comorbidity , Disease Management , Disease Susceptibility , Female , Humans , Male , Middle Aged , Mucormycosis/diagnosis , Mucormycosis/etiology , Mucormycosis/therapy , Patient Outcome Assessment , Retrospective Studies , Young Adult
9.
Clin Microbiol Infect ; 21(5): 490.e1-10, 2015 May.
Article in English | MEDLINE | ID: mdl-25677259

ABSTRACT

The epidemiology of invasive fungal disease (IFD) due to filamentous fungi other than Aspergillus may be changing. We analysed clinical, microbiological and outcome data in Australian patients to determine the predisposing factors and identify determinants of mortality. Proven and probable non-Aspergillus mould infections (defined according to modified European Organization for Research and Treatment of Cancer/Mycoses Study Group criteria) from 2004 to 2012 were evaluated in a multicentre study. Variables associated with infection and mortality were determined. Of 162 episodes of non-Aspergillus IFD, 145 (89.5%) were proven infections and 17 (10.5%) were probable infections. The pathogens included 29 fungal species/species complexes; mucormycetes (45.7%) and Scedosporium species (33.3%) were most common. The commonest comorbidities were haematological malignancies (HMs) (46.3%) diabetes mellitus (23.5%), and chronic pulmonary disease (16%); antecedent trauma was present in 21% of cases. Twenty-five (15.4%) patients had no immunocompromised status or comorbidity, and were more likely to have acquired infection following major trauma (p <0.01); 61 (37.7%) of cases affected patients without HMs or transplantation. Antifungal therapy was administered to 93.2% of patients (median 68 days, interquartile range 19-275), and adjunctive surgery was performed in 58.6%. The all-cause 90-day mortality was 44.4%; HMs and intensive-care admission were the strongest predictors of death (both p <0.001). Survival varied by fungal group, with the risk of death being significantly lower in patients with dematiaceous mould infections than in patients with other non-Aspergillus mould infections. Non-Aspergillus IFD affected diverse patient groups, including non-immunocompromised hosts and those outside traditional risk groups; therefore, definitions of IFD in these patients are required. Given the high mortality, increased recognition of infections and accurate identification of the causative agent are required.


Subject(s)
Fungemia/epidemiology , Fungemia/microbiology , Fungi/classification , Fungi/isolation & purification , Meningitis, Fungal/epidemiology , Meningitis, Fungal/microbiology , Adolescent , Adult , Aged , Aged, 80 and over , Antifungal Agents , Australia/epidemiology , Child , Comorbidity , Fungemia/mortality , Fungemia/therapy , Humans , Male , Meningitis, Fungal/mortality , Meningitis, Fungal/therapy , Middle Aged , Retrospective Studies , Risk Factors , Surgical Procedures, Operative , Survival Analysis , Young Adult
10.
Anaesth Intensive Care ; 33(5): 571-7, 2005 Oct.
Article in English | MEDLINE | ID: mdl-16235473

ABSTRACT

This study aimed to identify potential knowledge-performance gaps in antibiotic prescribing for bacterial isolates in the Intensive Care Unit (ICU) in order to guide the development of interventions such as antibiotic policies, decision support, and improved systems for communication between the laboratory and the bedside. A prospective observational cohort study of all patients admitted to a mixed medical/surgical ICU was undertaken over a six-month period in an Australian adult tertiary hospital. From a cohort of 524 patients, 108 had 303 isolates that were eligible for inclusion. Overall, 14.3% and 30.8% of sterile and non-sterile isolates respectively were associated with inadequate initial antibiotic therapy after identification of the bacteria. After sensitivity results were available inadequate directed therapy was observed in 4.0% and 21.3% of sterile and non-sterile isolates respectively. Problems were most commonly associated with isolates of Pseudomonas spp., Stenotrophomonas spp., Acinetobacter spp., S. aureus, enterococci and group III Enterobacteriaceae. Inadequate antibiotic therapy was found to be independently associated with prolonged length of ICU stay. Narrower spectrum antibiotic therapy was potentially available for 30% of isolates after sensitivity results were known. We conclude that there is scope to improve antibiotic prescribing in the ICU by providing clinicians with access to information regarding local susceptibility patterns and intrinsic resistance of bacteria, and spectra of antibiotic cover. Timely notification of laboratory results at the point of care may also facilitate improved prescribing performance.


Subject(s)
Anti-Bacterial Agents/therapeutic use , Bacteria/isolation & purification , Bacterial Infections/drug therapy , APACHE , Adolescent , Adult , Aged , Aged, 80 and over , Anti-Bacterial Agents/administration & dosage , Cohort Studies , Female , Health Policy , Humans , Intensive Care Units , Male , Middle Aged , Practice Patterns, Physicians' , Victoria
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