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Nevin Manimala Statistics

Validation of MS/MS Identifications and Label-Free Quantification Using Proline

Methods Mol Biol. 2023;2426:67-89. doi: 10.1007/978-1-0716-1967-4_4.

ABSTRACT

In the proteomics field, the production and publication of reliable mass spectrometry (MS)-based label-free quantitative results is a major concern. Due to the intrinsic complexity of bottom-up proteomics experiments (requiring aggregation of data relating to both precursor and fragment peptide ions into protein information, and matching this data across samples), inaccuracies and errors can occur throughout the data-processing pipeline. In a classical label-free quantification workflow, the validation of identification results is critical since errors made at this first stage of the workflow may have an impact on the following steps and therefore on the final result. Although false discovery rate (FDR) of the identification is usually controlled by using the popular target-decoy method, it has been demonstrated that this method can sometimes lead to inaccurate FDR estimates. This protocol shows how Proline can be used to validate identification results by using the method based on the Benjamini-Hochberg procedure and then quantify the identified ions and proteins in a single software environment providing data curation capabilities and computational efficiency.

PMID:36308685 | DOI:10.1007/978-1-0716-1967-4_4

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Antecedents of self-protective behavior during the COVID-19 pandemic in Bangladesh

WHO South East Asia J Public Health. 2022 Jan-Jun;11(1):32-41. doi: 10.4103/WHO-SEAJPH.WHO-SEAJPH_172_21.

ABSTRACT

CONTEXT: Self-protective behavior (SPB) plays a significant role in controlling the spread of infection of a pandemic like coronavirus disease (COVID-19). Little research has been conducted to examine critical factors influencing SPB, especially in a developing country like Bangladesh.

AIMS: This study aimed to develop and test a theoretical model based on the extended information-motivation-behavior (IMB) skills model to investigate factors associated with SPB among Bangladeshi people.

METHODS: An online, cross-sectional survey was conducted on Bangladesh citizens (18 years and older) from June 1 and July 31, 2020. A total of 459 responses were used to assess the proposed model’s overall fit and test the hypothesized relationships among the model constructs.

STATISTICAL ANALYSIS USED: The data were analyzed using partial least squares structural equation modeling to identify relationships among model variables.

RESULTS: Health information-seeking behavior, health motivation, self-efficacy, and health consciousness (HC) (P < 0.05) had a significant impact on SPB among Bangladeshi people. The results identified the consequences of various degrees of HC on SPB in the COVID-19 outbreak.

CONCLUSIONS: This study confirms the IMB model’s applicability for analyzing SPB among people in developing countries like Bangladesh. The findings of this study could guide policymakers to develop and implement targeted strategies to ensure timely and transparent information for motivating people to improve SPB during the COVID-19 and in case of a future outbreak of an epidemic.

PMID:36308271 | DOI:10.4103/WHO-SEAJPH.WHO-SEAJPH_172_21

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Nevin Manimala Statistics

Predictors and causes of in-hospital maternal deaths within 120 h of admission at a tertiary hospital in South-Western, Nigeria: A retrospective cohort study

Niger Postgrad Med J. 2022 Oct-Dec;29(4):325-333. doi: 10.4103/npmj.npmj_180_22.

ABSTRACT

BACKGROUND: An efficient, comprehensive emergency obstetrics care (CEMOC) can considerably reduce the burden of maternal mortality (MM) in Nigeria. Information about the risk of maternal death within 120 h of admission can reflect the quality of CEMOC offered.

AIM: This study aims to determine the predictors and causes of maternal death within 120 h of admission at the Lagos University Teaching Hospital, LUTH, Lagos South-Western, Nigeria.

METHODS: We conducted a retrospective cohort study amongst consecutive maternal deaths at a hospital in South-Western Nigeria, from 1 January 2007 to 31 December 2017, using data from patients’ medical records. We compared participants that died within 120 h to participants that survived beyond 120 h. Survival life table analysis, Kaplan-Meier plots and multivariable Cox proportional hazard regression were conducted to evaluate the factors affecting survival within 120 h of admission. Stata version 16 statistical software (StatCorp USA) was used for analysis.

RESULTS: Of the 430 maternal deaths, 326 had complete records. The mean age of the deceased was 30.7± (5.9) years and median time to death was 24 (5-96) h. Two hundred and sixty-eight (82.2%) women out of 326 died within 120 h of admission. Almost all maternal deaths from uterine rupture (95.2%) and most deaths from obstetric haemorrhage (87.3%), induced miscarriage (88.9%), sepsis (82.9%) and hypertensive disorders of pregnancy (77.9%) occurred within 120 h of admission. Admission to the intensive care unit (P = 0.007), cadre of admitting doctor (P < 0.001), cause of death (P = 0.036) and mode of delivery (P = 0.012) were independent predictors of hazard of death within 120 h.

CONCLUSION: The majority (82.2%) of maternal deaths occurred within 120 h of admission. Investment in the prevention and acute management of uterine rupture, obstetric haemorrhage, sepsis and hypertensive disorders of pregnancy can help to reduce MM within 120 h in our environment.

PMID:36308262 | DOI:10.4103/npmj.npmj_180_22

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Socio-demographic factors influencing measures of cognitive function of early adolescent students in abuja, Nigeria

Niger Postgrad Med J. 2022 Oct-Dec;29(4):317-324. doi: 10.4103/npmj.npmj_157_22.

ABSTRACT

BACKGROUND: The brain in the early adolescent period undergoes enhanced changes with the radical reorganisation of the neuronal network leading to improvement in cognitive capacity. A complex interplay exists between environment and genetics that influences the outcome of intellectual capability. We, therefore, aimed to evaluate the relationship between socio-demographic variables and measures of cognitive function (intelligence quotient [IQ] and academic performance) of early adolescents.

METHODS: The study was a descriptive cross-sectional study of early adolescents aged 10-14 years. Raven’s Standard Progressive Matrices was used to assess the IQ and academic performance was assessed by obtaining the average of all the subjects’ scores in the last three terms that made up an academic year. A confidence interval of 95% was assumed and a value of P < 0.05 was considered statistically significant.

RESULTS: The overall mean (standard deviation) age of the study population was 11.1 years (±1.3) with male-to-female ratio of 1:1. Female sex was associated with better academic performance with P = 0.004. The students with optimal IQ performance were more likely (61.7%) to perform above average than those with sub-optimal IQ performance (28.6%). As the mother’s age increased, the likelihood of having optimal IQ performance increased 1.04 times (odds ratio [OR] = 1.04; 95 confidence interval [CI] = 1.01-1.07). Students in private schools were three times more likely to have optimal IQ performance than those from public schools (OR = 2.79; 95 CI = 1.65-4.71).

CONCLUSION: The present study demonstrated that students’ IQ performance and the female gender were associated with above-average academic performance. The predictors of optimal IQ performance found in this study were students’ age, maternal age and school type.

PMID:36308261 | DOI:10.4103/npmj.npmj_157_22

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Acceptability, appropriateness and feasibility of webinar in strengthening research capacity in COVID-19 era in Nigeria

Niger Postgrad Med J. 2022 Oct-Dec;29(4):288-295. doi: 10.4103/npmj.npmj_167_22.

ABSTRACT

INTRODUCTION: The challenges posed by the COVID-19 pandemic have necessitated the increasing use of online virtual training platforms. The objectives of the study were to assess the acceptability, appropriateness and feasibility of virtual space in strengthening the research capacity in Nigeria.

MATERIALS AND METHODS: Data were collected through an adapted online questionnaire from participants following a 2-day webinar. Both descriptive and inferential (bivariate and multivariate) analyses were done.

RESULTS: The findings of the study revealed that 55.2% of participants (n = 424) were males and 66.0% (n = 424) were early career researchers. Two hundred and thirty-six participants (55.7%) (n = 424) reported very good acceptability, 67.9% (n = 424) reported very good appropriateness while 54.7% (n = 424) reported good feasibility of webinar for research capacity strengthening. The rating of knowledge obtained from the webinar as ‘excellent’ increased the odds of acceptability (odd ratio [OR] = 38.30; P < 0.001), appropriateness (OR = 15.65; P < 0.05), and feasibility (OR = 20.85; P < 0.05). Furthermore, the preference for zoom and other online platforms for learning increased odds of acceptability of the webinar (OR = 2.29; confidence interval [CI]: 0.97-57.39; P < 0.05), appropriateness (OR = 2.55; CI: 1.10-5.91; P < 0.05) and feasibility (OR = 2.34; CI: 0.96-5.74; P < 0.05).

CONCLUSION: The study concluded that webinar was acceptable, appropriate and feasible for strengthening research capacity, although poor internet connectivity and cost of data were the major challenges in Nigeria. However, a learner-centred approach in contents’ delivery that ensures optimal learning has the potential of enhancing research capacity strengthening via virtual space.

PMID:36308257 | DOI:10.4103/npmj.npmj_167_22

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Recurrent tumors of ameloblastoma: Clinicopathologic features and diagnostic outcome

Niger J Clin Pract. 2022 Oct;25(10):1771-1777. doi: 10.4103/njcp.njcp_82_22.

ABSTRACT

CONTEXT: Ameloblastoma is a benign epithelial odontogenic tumor with a tendency for recurrence. Some recurrent tumors could behave unpredictably with atypical microscopic changes.

AIM: To study the clinicopathologic features and diagnoses of recurrent tumors of ameloblastoma.

SETTINGS AND DESIGN: This is a 5-year (2012-2017) retrospective study of 17 consecutive patients with recurrent tumors of ameloblastoma in a Teaching Hospital in Enugu.

METHODS AND MATERIAL: The relevant clinicopathologic information, histology slides, and blocks were retrieved and reviewed. Descriptive analysis was used to determine the frequency, tables for categorical variables, and a Chi-square test was used to determine the statistical significance.

RESULT: Recurrent tumors constituted 33.3% (17/51) of all confirmed diagnoses of ameloblastoma. The histopathologic diagnosis of the recurrent tumors includes conventional ameloblastoma 58.8% (10/17), unicystic ameloblastoma 5.9% (1/17), and ameloblastic carcinoma 35.3% (6/17). There was bilateral mandibular involvement in 60.0%, pain 58.8%, ulceration 29.4%, and matted lymph nodes 5.9%. Tumors with positive fluid aspirates 82.4% (14/17) yielded dark-brown fluids in 90.0% (9/10) of recurrent ameloblastomas and in 66.7% (2/3) of ameloblastic carcinomas.

CONCLUSION: There was a high recurrence rate of recurrent tumors of ameloblastoma demonstrated in the present study, with a malignant presentation in some cases.

PMID:36308255 | DOI:10.4103/njcp.njcp_82_22

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Allergic rhinitis: An indicator of otitis media with effusion in children seen at aminu kano teaching hospital, Kano

Niger J Clin Pract. 2022 Oct;25(10):1725-1730. doi: 10.4103/njcp.njcp_206_22.

ABSTRACT

BACKGROUND: Allergic rhinitis (AR) is a multifocal IgE-mediated type I hypersensitivity reaction involving nasal mucosa characterized by excessive sneezing, watery rhinorrhea, nasal itching, nasal stuffiness, and eyes itching. Tympanometry is a simple, rapid, and objective test that can be easily carried out. The use of tympanometry in clinical setting can improve detection of middle ear effusion and other middle ear abnormalities. AR has been found to be one of the predisposing factors to developing Otitis Media with Effusion (OME) in children.

PATIENTS AND METHODS: A case-control study was used to determine the prevalence of OME among children with AR as cases and those without allergy as controls. The study participants were children aged 4-12 years with clinical diagnosis of AR attending ENT clinics of Aminu Kano Teaching Hospital, whereas controls were children age 4-12 years without history of AR, ear diseases, or other respiratory system related ailments attending general outpatient clinics in Aminu Kano Teaching Hospital. An interviewer-administered score for AR (SFAR) questionnaire was filled out for all the participants, those with score of 6 and above were selected as cases. The two groups had complete ENT examination and tympanometry done, findings were recorded, and analyzed using SPSS version 21.

RESULTS: The mean age of the cases was 6.8 ± 2.1 years, whereas it was 7.5 ± 2.6 years for the controls. The mean difference was 0.7 and was not statistically significant (t = 2.35, df = 258, P value = 0.20). Type B tympanogram suggesting OME was found in 7.3% of subjects and in 2.8% of controls. Type C tympanogram suggesting negative middle ear pressure was found in 15.5% of subjects and in 4.6% of controls. Type A tympanogram suggesting normal middle ear pressure was found in 75% of subjects and in 90% of controls. Acoustic reflex was found to be absent in 29.6% of subjects and in 15.4% of controls and this found to be statistically significant (χ2 = 7.77, df = 1, P value = 0.001). The difference between type A, B, and C tympanograms of subjects and that of controls was found to be statistically significant (Type A χ2 = 14.62, df = 4, P value = 0.01, Type B χ2 = 14.06, df = 4, P value = 0.01, Type C χ2 = 17.01, df = 6, P value = 0.01). Type B tympanogram was used as an indicator to suggest OME for the purpose of this study.

CONCLUSION: Participants with AR were found to have more abnormalities of tympanometric parameters and higher prevalence of type B tympanogram suggesting OME than controls.

PMID:36308246 | DOI:10.4103/njcp.njcp_206_22

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The measurement of different diaper parameters for the evaluation of postcircumcision bleeding and their significance for the İnfant’s health

Niger J Clin Pract. 2022 Oct;25(10):1704-1709. doi: 10.4103/njcp.njcp_187_22.

ABSTRACT

BACKGROUND: Evaluation of circumcision bleeding cannot depend on the visual change in the diaper. Diapers have different product features and absorbency capacities. The apparent changes in the diapers may vary according to their absorbent capacity and may not be in parallel with the amount of bleeding. Before significant visual difference occurs, the patient’s hemodynamics may be impaired.

AIM: Aim of the study is to evaluate better circumcision bleeding.

PATIENTS AND METHODS: Patients were divided into groups according to 12 different brand diapers of the same size, containing super-absorbent material. The study started by 15/01/2022, and finished by end of 01/03/2022. Diapers with concealed brands were soaked with blood with equal hematocrit value in 100 ml with increments of 5 ml. 252 images were obtained by taking 21 images of each diaper with the same method. The diapers were evaluated colorimetrically, and numerical values were obtained showing the color differences in red, green, and blue and saturation and lightness. Working groups were formed according to 12 different brands of diapers of the same size, containing super-absorbent material. Standard statistical tests were performed using obtained values.

RESULT: : Dry diapers had different weights, volumes, and specific gravities; the diapers with the lowest unit weight were ranked ninth in terms of volume; the diapers with the highest specific gravity were ranked third in terms of thinness. There were significant differences in the blood on the diaper, and significant differences between some groups (p < 0.005); on the other hand, there was not any difference between some other groups (p > 0.05). There was a significant relationship in terms of Analysis of Variance (ANOVA) (P < 0.05 and P < 0.01). Visual graphic examination showed that linear but non-parallel color changes occurred. As the blood load increased, the visual and statistical differences between the diapers became more pronounced, and the curves diverged.

CONCLUSION: Visual evaluation of the color change of the diapers may not give accurate results for bleeding follow-up. If necessary to use diapers after circumcision, it is more appropriate to prefer those with low absorbency capacity. Using fabric or cotton products in cases with bleeding risk may be recommended. If bleeding is suspected, hemogram control is the most appropriate option. Diaper manufacturers should warn consumers of the risk. In conclusion, we should be on the safe side for mortality and morbidity.

PMID:36308243 | DOI:10.4103/njcp.njcp_187_22

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Nevin Manimala Statistics

Assessment of skeletal relationships in cleft palate with or without cleft lip: A cone-beam computed tomography study in a pakistani population

Niger J Clin Pract. 2022 Oct;25(10):1699-1703. doi: 10.4103/njcp.njcp_177_22.

ABSTRACT

BACKGROUND: Understanding the different skeletal relationships in orofacial clefts by using cone-beam computed tomography (CBCT) may eventually lead to developing better diagnosis and treatment protocols for facial deformities.

AIMS: The objective of this study was to investigate the different skeletal relationships in the cleft palate with or without cleft lip (CP ± L), using CBCT scans. This is a retrospective study conducted at the Orthodontics and Oral Radiology department, CMH-Lahore medical college and Institute of dentistry. In the current study, 4,152 CBCT scans (dcm format) were collected from a radiology center in Lahore, Pakistan between February 2015 and February 2018. All CBCT scans were imported to the Romexis Viewer, version 4.4.0 (Planmeca, Finland). Data sorting was performed to identify age, sex, cleft phenotype, unilateral cleft quadrant, sagittal skeletal relationship, and facial soft tissue involvement.

MATERIALS AND METHODS: Statistics were generated, using the Chi-square test. A P value <0.05 was considered statistically significant.

RESULTS: We identified 73 cases of CP ± L in the sample. The male-to-female ratio was 1.21:1. Bilateral cleft lip and palate (BCLP) mostly affected males (60%), whereas unilateral cleft lip and palate (UCLP) mainly affected females (57.6%), with a left-side female predominance. The different cleft phenotypes do not show any statistically significant difference regarding skeletal relationships and sex (P > 0.05).

CONCLUSIONS: Skeletal class III relationships were found to be predominant in both sexes, followed by class II, and class I skeletal relationships. Henceforth, such CP ± L patients should be pre-emptively screened in early life to avoid such skeletal complications.

PMID:36308242 | DOI:10.4103/njcp.njcp_177_22

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Clinical and radiological outcome of the locked plate osteosynthesis in distal metadiaphyseal tibial fracture according to the severity of comminution: Varus reduction would not be preferable with lower clinical outcomes

Niger J Clin Pract. 2022 Oct;25(10):1693-1698. doi: 10.4103/njcp.njcp_173_22.

ABSTRACT

BACKGROUND: The optimal treatment for distal tibial fractures remains a matter of debate. Nonetheless, plate osteosynthesis produces favorable results to intramedullary stabilization in aspects of alignment restoration.

AIM: The aim of the study was to compare the radiologic and clinical outcomes of distal metadiaphyseal tibial fracture between a simple/wedge fracture (SWF) and a comminuted fracture (CF) using minimally invasive plate osteosynthesis (MIPO).

PATIENTS AND METHODS: This retrospective study analyzed patients with SWF or CF of the distal tibial metadiaphysis that was surgically treated with a locking compression plate. Postoperative radiographic assessments and the time to radiologic union were noted. Clinical assessments were evaluated using both the American Orthopedic Foot and Ankle Society (AOFAS) ankle-hindfoot score and the foot function index (FFI). Postoperative complications were documented.

RESULTS: Seventy-one cases were analyzed over a mean follow-up period of 20.9 months. Thirty-six patients had SWF and 35 patients presented with CF. The mean time to radiologic union, amounts of postoperative coronal angulation, and incidence of malunion showed no statistical differences. Fibular fixation was more applied in the CF group (P < 0.001). Moreover, the clinical scores revealed no differences. Nonetheless, in the valgus union group, the AOFAS ankle-hindfoot score was 90.9 compared to 84.1 in the varus union group (P = 0.042) and the FFI was 9.2% compared to 20.2% in the varus union group (P = 0.017).

CONCLUSION: Plate osteosynthesis for SWF or CF of the distal tibial metadiaphysis led to high union rates and good clinical outcomes. There was no significant difference in the radiologic and clinical results according to the presence of fracture comminution. Nonetheless, the valgus union group showed better clinical outcomes than the varus union group. Clinically, it would be preferred to avoid intraoperative varus reduction.

PMID:36308241 | DOI:10.4103/njcp.njcp_173_22