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Nevin Manimala Statistics

Protocol for deep proteomic profiling of formalin-fixed paraffin-embedded specimens using a spectral library-free approach

STAR Protoc. 2023 Jun 24;4(3):102381. doi: 10.1016/j.xpro.2023.102381. Online ahead of print.

ABSTRACT

Formalin-fixed paraffin-embedded (FFPE) samples are valuable archived bio-specimens of individuals and are commonly used in biomedical research. Here, we present a protocol for deep proteomic profiling of FFPE specimens using a spectral library-free approach. We describe steps for FFPE tissue collection, tissue lysis, homogenization, protein lysate cleanup, on-beads digestion, and de-salting. We then detail data acquisition and statistical analysis. This protocol is highly sensitive, reproducible, and applicable for high-throughput proteomic profiling and can be used on various types of specimens.

PMID:37355991 | DOI:10.1016/j.xpro.2023.102381

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Nevin Manimala Statistics

Stroke Characteristics as Predictors of New-onset Seizure in Patients with Acute Ischemic Stroke

J Assoc Physicians India. 2022 Dec;70(12):11-12. doi: 10.5005/japi-11001-0160.

ABSTRACT

INTRODUCTION: The current guidelines on diagnosis and management of new-onset seizures in stroke are not well defined, especially in the Indian setting. Our study aims at providing insight into the hospital prevalence risk of new-onset seizures following ischemic stroke and to correlate seizure risk with the characteristics of stroke and other clinical parameters.

METHODS: A total of 127 patients were analyzed for the study where we assessed the clinical severity and the imaging severity of stroke using the National Institute of Health Stroke Scale (NIHSS) score and Alberta Stroke Program Early CT (ASPECT) score, respectively. Seizure-related variables including semiology, timing, and details of antiepileptic drugs (AEDs) were assessed under the domain of early and late poststroke seizures (PSSs). All patients were followed for 6 months for the seizure recurrence and change in Barthel index. In statistical analysis, quantitative variables were compared using the independent t-test/Mann-Whitney U test, and qualitative variables were correlated using Chi-square test/Fisher’s exact test. Univariate and multivariate logistic regression was used to find out the significant risk factors of acute symptomatic seizure.

RESULTS: The mean age of the study population was 59.72 years (±14.77), with a male predominance (60.63%). About 78.74% of the cases had an NIHSS score more than or equal to 6.24% had posterior circulation strokes and the rest had anterior circulation strokes. A cortical location of infarct was observed in 62.2% of cases and a subcortical location in 61.4% of cases. The prevalence of early PSSs observed in our study was 10.6%. Of those, 80% had generalized seizures, 13.3% had focal seizures, and 6.67% had focal seizures with secondary generalizations. No patient in the study group had late-onset seizures. Total leukocyte count, serum protein levels, serum uric acid levels, and erythrocyte sedimentation rate (ESR) values were associated with early seizures (p<0.05). Patients with early seizures were found to have a longer hospital stay (8 vs 6 days with p<0.05). In the Trial of Org 10,172 in Acute Stroke Treatment (TOAST) etiological classification, an acute stroke of undetermined etiology was found to have a significant association with the occurrence of early seizure in both univariate and multivariate analysis [p = 0.030; odds ratio (OR) 4.735 (1.160-22.576)]. There was no difference in change in the Barthel index among the two groups.

CONCLUSION: There was no recurrence of seizures in those who defaulted for AED and one patient had a seizure even on AED. Prophylactic AEDs in stroke patients based on stroke characteristics could not be ascertained, but the sample size was small. Knowing the fact that antiepileptics cause sedation and increase the chance of aspiration, continuing AEDs in patients who develop acute symptomatic seizures should be judged judiciously.

PMID:37355969 | DOI:10.5005/japi-11001-0160

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Nevin Manimala Statistics

Antibiotic resistance and biofilm-forming ability of α-toxin-positive Clostridium septicum isolates worsen patient prognosis

APMIS. 2023 Jun 25. doi: 10.1111/apm.13338. Online ahead of print.

ABSTRACT

A total of, 78 Clostridium septicum (CLSE) isolates were screened for genes encoding: α-toxin, flagellin, and resistance to vancomycin (VANg). The isolates were also tested for their ability to form biofilm and their antibiotic susceptibility. All isolates were positive for α-toxin and flagellin genes. However, only 19 isolates (24.3%) showed prevalence for VANg. We observed the strongest capacity to form a biofilm (100%) in isolates from patients with oncologic or septic and febrile diagnoses. This percentage was also very high in patients with colitis and gastrointestinal hemorrhage (72.7%). No less than 43 isolates showed antibiotic resistance, and 21 were multidrug-resistant (MDR). Interestingly, our studies showed a correlation between antibiotic resistance and biofilm formation. A statistically significant difference was observed between biofilm-forming MDR isolates and those with low/no biofilm-forming ability. However, the most impressive observation was the correlation with mortality rate. While the overall mortality rate for CLSE infections was 16.7% (13/78), the mortality rate for patients infected with MDR isolates forming biofilm moderately or strongly reached 38.1% (8/21). This number increased even further when only infections with the biofilm-forming VANg-positive isolates were considered (61.5%; 8/13). Therefore, the ability of a VANg-positive CLSE isolate to form a biofilm has been suggested as a biomarker of poor prognosis.

PMID:37355959 | DOI:10.1111/apm.13338

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Nevin Manimala Statistics

A Study on Prevalence of Trigger Factors and Associated Disorders in Tension-type Headache

J Assoc Physicians India. 2022 Nov;70(11):11-12. doi: 10.5005/japi-11001-0131.

ABSTRACT

OBJECTIVE: To study the prevalence of trigger factors and associated disorders in tension-type headache (TTH). Trigger factors have been widely studied in the context of migraine, but very few studies have investigated trigger factors in the context of TTH.

MATERIALS AND METHODS: A total of 400 patients above the age of 15 years fulfilling the third edition of the International Classification of Headache Disorders (ICHD 3) criteria of frequent episodic tension-type headache (FETTH) and chronic tension-type headache (CTTH) were enrolled and evaluated using a questionnaire. Details regarding demographics, headache characteristics, triggers, and associated symptoms were obtained. Associated psychiatric disorders were also recorded. Data were analyzed using Microsoft Excel and statistical analysis was done using SPSS 22 trial version. Chi-square test and Fischer’s exact test were used for statistical analysis and subgroup comparison.

RESULTS: Out of 400 patients, 360 (90%) were found to have triggers. The mean headache intensity on visual analog scale (VAS) was 6.7. The most common trigger factor was emotional stress among both males and females. There was a statistically significant difference in the frequency of trigger factors between men and women for emotional stress, sunlight, sleep deprivation/insomnia, noise, weather change, studying, fried food, and hypersomnia. Psychiatric comorbidity was found in 29% of individuals, with sleep disorder being the most common.

CONCLUSIONS: TTH has been an underrated diagnosis despite being an extremely common disorder. The trigger factors are less studied and their interactions are lesser known. The diagnostic criteria as per ICHD 3 make TTH a diagnosis of exclusion, rather than a positive diagnosis of inclusion. The trigger factors must be included in the diagnostic criteria in future versions of ICHD and associated psychiatric disorders should be sought for and treated simultaneously for better management and quality of life.

PMID:37355943 | DOI:10.5005/japi-11001-0131

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Unsuspected Subclinical Left Ventricular Dysfunction in Post-COVID Patients: A Real-world Observation

J Assoc Physicians India. 2022 Nov;70(11):11-12. doi: 10.5005/japi-11001-0147.

ABSTRACT

BACKGROUND: Subclinical myocardial dysfunction may exist in post-COVID-19 patients and may carry significance in long term.

METHODOLOGY: Subjects of long-COVID-19 with historically and radiologically significant pulmonary involvement (without documented cardiac involvement) were evaluated on outpatient follow-up echocardiographically when they had disproportionate shortness of breath (SOB), fatigue, or high pulse rate as perceived by the physicians. The common acute-phase symptoms were noted and scored retrospectively. The assessment included spirometry and measurement of chronic obstructive pulmonary disease (COPD) assessment test (CAT) score with measurement of the left ventricular (LV) and right ventricular (RV) free wall global longitudinal strain as an adjunct to routine two-dimensional and Doppler echocardiography and spirometry. The results were evaluated statistically with respect to the history of hospitalization.

RESULTS: The hospitalized (n = 15) and nonhospitalized (n = 10) patients were demographically similar. However, the nonhospitalized patients had higher total symptom score (p = 0.03), anosmia (p = 0.017), and ageusia (p = 0.0019). At follow-up (>3 months of acute illness), the nonhospitalized patients had a better CAT score (p = 0.04), higher change in max pulse rate (p = 0.03), and higher forced expiratory volume in 1 second (FEV1) (p = 0.002), tricuspid annular plane systolic excursion (TAPSE) (p = 0.02), and left ventricular global longitudinal strain (LVGLS) (-17.15 ± 1.19 vs -13.11 ± 1.91) (p = 0.0001). Overall, the two groups formed distinct clusters. The LVGLS and the maximum pulse rate difference in the two chair test (2CT) seem to contribute maximally to the variance between the two groups in multivariate analysis.

CONCLUSION: The subclinical myocardial dysfunction persisting in post-COVID patients (without suspected cardiac affection and lower neuroinflammatory symptoms in the acute phase) with significant pulmonary affection needs further evaluation. They demonstrate a higher max pulse rate difference in the 2CT. This real-world observation demands further investigations.

PMID:37355939 | DOI:10.5005/japi-11001-0147

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Nevin Manimala Statistics

Recruiting participants for ergonomic research using self-reported stature and body mass

Work. 2023 Jun 23. doi: 10.3233/WOR-220565. Online ahead of print.

ABSTRACT

BACKGROUND: A valid distribution of key anthropometric parameters among participants is often a perquisite of ergonomics research.

OBJECTIVE: In this paper, we investigated the accuracy of self-report stature and body mass of the population in the Netherlands.

METHODS: Data from 4 experiments was synthetized where in each experiment, participants self-reported their stature and body mass prior to being measured, of which they were not notified before.

RESULTS: Statistical analysis of 249 records indicated that on average, participants overreported the stature by 1.31 cm and underreported their mass by 1.45 kg. This is especially true for people with a BMI≥25.

CONCLUSION: Two models were proposed to adjust the self-reported stature and body mass for ergonomic researchers in a survey or recruitment. Limitations in using the models are highlighted as well.

PMID:37355924 | DOI:10.3233/WOR-220565

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Nevin Manimala Statistics

Mercurial risk from dental amalgam use in a population of Moroccan dentists: A latent class regression approach

Int J Risk Saf Med. 2023 Jun 19. doi: 10.3233/JRS-210052. Online ahead of print.

ABSTRACT

BACKGROUND: Dentists using dental amalgam are chronically exposed to low doses of elemental mercury. The complex toxico-kinetics of this systemic toxicant results in polymorphic and variable clinical phenotypes. In this context, adapted statistical methods are required to highlight potential adverse effects of occupational mercury exposure on dentists’ health.

OBJECTIVE: The present study aims to analyze the distribution of self-reported subjective symptoms, commonly associated with chronic mercury poisoning, according to occupational mercury exposure in a population of Moroccan liberal dentists.

METHODS: In order to achieve the defined objectives, a three-step latent class regression was fitted. First a latent class analysis was performed to cluster the studied population according to their declared symptoms. Dentists were then classified in the defined latent classes based on their posterior probabilities. Finally, a logistic regression is fitted to identify predictors associated with latent classes’ membership.

RESULTS: The final obtained model showed acceptable calibration and discrimination. Its interpretation revealed that the increase of the frequency of amalgam use was associated with significant higher odds of belonging to the high risk latent class.

CONCLUSIONS: The present study represents an initial step towards the development of diagnosis model that predict clinical profiles according to occupational mercury exposure.

PMID:37355914 | DOI:10.3233/JRS-210052

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Nevin Manimala Statistics

Impact of Family Function on the Quality of Life and Health Perception of Non-Institutionalized Dementia Patients

J Alzheimers Dis. 2023 Jun 19. doi: 10.3233/JAD-230324. Online ahead of print.

ABSTRACT

BACKGROUND: Dementia is one of the pathologies that has increased the most among the older population (mainly Alzheimer’s disease), and it has a direct impact on the quality of life (QoL), cognitive performance, and health of these patients. Family functionality can play a role in this QoL if these patients are not institutionalized.

OBJECTIVE: To analyze the role of family function in the QoL and health perception of non-institutionalized dementia patients, as well as related variables such as anxiety, depression, optimism, or pessimism.

METHODS: Cross-sectional study with a sample of 54 patients diagnosed with some type of dementia, non-institutionalized, or in outpatient care, from different centers in the province of Valencia (Spain). The EQ-5D, MMSE, Apgar Family or general health, and Goldberg anxiety and depression questionnaires were utilized.

RESULTS: The correlation of the Apgar Family with the General Health Questionnaire-new onset problems variable (GHQ) and Chronicity and General Health Questionnaire-chronic problems (CGHQ) of the Goldberg Quality of Life questionnaire was statistically significant and negative (GHQ r = -0.310; p = 0.034. CGHQ r = -0.363; p = 0.012); as well as between Apgar Family and Anxiety-Depression (r = -0.341; p = 0.020). The correlation of the Apgar Family with the Life Orientation Test-Pessimism variable (LOT) was statistically significant and negative (r = -0.270; p = 0.061). Finally, severe dysfunction of Apgar Family has a negative correlation with self-perception of health (p = 0.036 B = -16.589) determined by the Visual Analogue Scale (VAS).

CONCLUSION: Family functionality directly influences anxiety, depression, optimism, and pessimism. This could explain why family function is related to the QoL of patients and their self-perception of health.

PMID:37355908 | DOI:10.3233/JAD-230324

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Nevin Manimala Statistics

Macular Pigment, Cognition, and Visual Function in Younger Healthy Adults in Ghana

J Alzheimers Dis. 2023 Jun 22. doi: 10.3233/JAD-230233. Online ahead of print.

ABSTRACT

BACKGROUND: Macular pigment optical density (MPOD) remains an indispensable biomarker to measure fruit and vegetable intake, with a biologically plausible correlation to vision and cognition. However, evidence in the sub-Saharan regions, including Ghana, is lacking.

OBJECTIVE: This study explored dietary carotenoid intake on MPOD and its influence on cognitive and visual function in a healthy Ghanaian sample.

METHODS: The MPOD of 301 healthy subjects (aged 21.1±1.9 years) was evaluated using the customized Macular DensitometerTM. A battery of cognitive tests and standard vision assessments were employed to assess cognition and visual function, respectively. Dietary lutein and zeaxanthin (L and Z) were estimated based on a twenty-four-hour repeated dietary recall.

RESULTS: The mean MPOD at 0.5° and 1.0° eccentricities were 0.37±0.16 and 0.34±0.15 optical density units, respectively. Dietary intake of L (4.06±10.54 mg/day) was considerably higher than Z (0.33±2.25 mg/day), with cumulative L+Z estimated at 4.39±11.58 mg/day. MPOD was not significantly influenced by demographic, dietary, and visual measures (p≥0.05). However, after statistical adjustment, we found a small but statistically significant positive relationships between F-A-S phonetic verbal fluency (Unstandardized co-efficient (β) = 0.002, p = 0.016) and the never consumed alcohol category (β= 0.062, p = 0.02) with MPOD.

CONCLUSION: The findings in this population showed significant positive relationships between a measures of cognition and no alcohol intake, as a measure in this sample, with MPOD. These findings necessitate dietary education to augment carotenoid intake and limit alcohol intake for better cognitive functioning.

PMID:37355904 | DOI:10.3233/JAD-230233

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Nevin Manimala Statistics

Occipital Amyloid Deposition Is Associated with Rapid Cognitive Decline in the Alzheimer’s Disease Continuum

J Alzheimers Dis. 2023 Jun 22. doi: 10.3233/JAD-230187. Online ahead of print.

ABSTRACT

BACKGROUND: Clinical significance of additional occipital amyloid-β (Aβ) plaques in Alzheimer’s disease (AD) remains unclear.

OBJECTIVE: In this study, we investigated the effect of regional Aβ deposition on cognition in patients on the AD continuum, especially in the occipital region.

METHODS: We retrospectively reviewed the medical record of 208 patients with AD across the cognitive continuum (non-dementia and dementia). Multivariable linear regression analyses were performed to determine the effect of regional Aβ deposition on cognitive function. A linear mixed model was used to assess the effect of regional deposition on longitudinal changes in Mini-Mental State Examination (MMSE) scores. Additionally, the patients were dichotomized according to the occipital-to-global Aβ deposition ratio (ratio ≤1, Aβ-OCC- group; ratio >1, Aβ-OCC+ group), and the same statistical analyses were applied for between-group comparisons.

RESULTS: Regional Aβ burden itself was not associated with baseline cognitive function. In terms of Aβ-OCC group effect, the Aβ-OCC+ group exhibited a poorer cognitive performance on language function compared to the Aβ-OCC- group. High Aβ retention in each region was associated with a rapid decline in MMSE scores, only in the dementia subgroup. Additionally, Aβ-OCC+ individuals exhibited a faster annual decline in MMSE scores than Aβ-OCC- individuals in the non-dementia subgroup (β= -0.77, standard error [SE] = 0.31, p = 0.013).

CONCLUSION: The present study demonstrated that additional occipital Aβ deposition was associated with poor baseline language function and rapid cognitive deterioration in patients on the AD continuum.

PMID:37355901 | DOI:10.3233/JAD-230187