Category: Statistics

Indian J Ophthalmol. 2024 Jul 11. doi: 10.4103/IJO.IJO_3370_23. Online ahead of print.

ABSTRACT

PURPOSE: This study aimed to evaluate the choroidal vascular characteristics of patients followed up with different headache diagnoses.

DESIGN: Prospective comparative study.

METHODS: This study included 21 patients with migraine with visual aura (MwA), 20 with migraine without aura, 29 patients experiencing episodic tension-type headache, and 30 healthy participants. The participants was performed refraction values, axial length, and intraocular pressure were examined. Choroidal thickness was determined in all participants with HD-line optical coherence tomography (OCT) in the subfoveal, nasal, and temporal quadrants 500 μm from the fovea. Using special image processing software, luminal area (LA), stromal area, total choroidal area, and choroidal vascular index (CVI) values were calculated in both macular and peripapillary regions. OCT was also used to perform peripapillary retinal nerve fiber layer (pRNFL) thickness and optic disc head measurements.

RESULTS: Spherical refraction, axial length, and intraocular pressure values did not significantly differ among the four groups with similar gender and age distributions (P > 0.05). The LA values in both macular and peripapillary regions were found to be statistically significantly lower in the MwA group (P = 0.007 and P = 0.005, respectively). There was no statistically significant difference among the groups in terms of the remaining choroidal area parameters or CVI values (P > 0.05). The groups also did not show any significant difference in the pRNFL or optic disc head measurements performed in different quadrants (P > 0.05).

CONCLUSION: While LA, one of the choroidal vascular parameters, was found to be lower in the MwA group in both the macular and peripapillary regions, there were no statistically significant differences between the groups in terms of the peripapillary or macular CVI values.

PMID:38990631 | DOI:10.4103/IJO.IJO_3370_23

Indian J Ophthalmol. 2024 Jul 11. doi: 10.4103/IJO.IJO_574_23. Online ahead of print.

ABSTRACT

CONTEXT: Effect of serum ferritin on severity of coronavirus disease 2019 (COVID-19)-associated rhino-orbito-cerebral mucormycosis.

PURPOSE: To study the association between increased serum ferritin and severity of orbital disease in COVID-19-associated rhino-orbito-cerebral mucormycosis.

SETTINGS AND DESIGN: A cross-sectional study.

METHODS: Hundred (n) out of 155 treatment-naive patients of COVID-19 infection presenting with the signs and symptoms of rhino-orbito-cerebral mucormycosis were enrolled in study. Based on the classification proposed by Honavar, the study patients were classified into four stages: Stage 1: involvement of the nasal mucosa (n = 11), Stage 2: involvement of paranasal sinuses (n = 14), Stage 3: involvement of the orbit (n = 37), Stage 4: involvement of the central nervous system (n = 38). Stage 3 was further divided into four substages: 3a: nasolacrimal duct, medial orbit, vision unaffected (n = 4); 3b: diffuse orbital involvement (>1 quadrant or >2 structures), vision unaffected (n = 15); 3c: central retinal artery occlusion or ophthalmic artery occlusion, superior ophthalmic vein thrombosis, involvement of superior orbital fissure, inferior orbital fissure, orbital apex, diminution or loss of vision (n = 13); 3d: bilateral orbital involvement (n = 5). Fasting blood sugar (FBS), postprandial blood sugar (PPBS), and inflammatory markers (serum ferritin, interleukin-6, C-reactive protein, and D-dimer) were assessed. Serum level of ferritin was analyzed by using chemiluminescence immunoassay method.

RESULTS: Mean FBS (mg/dl) was 165.03 ± 70.43 for stage 1, 185.67 ± 64.82 for stage 2, 159.05 ± 68.60 for stage 3, and 158.20 ± 62.05 for stage 4. Mean PPBS (mg/dl) was 238.70 ± 141.29 for stage 1, 252 ± 103.69 for stage 2, 257.09 ± 103.48 for stage 3, and 229.53 ± 76.81 for stage 4. Mean serum ferritin (µg/l) was 302.67 ± 266.95 in stage 1, 444.19 ± 116.36 in stage 2, 504.85 ± 205.99 in stage 3, and 825.95 ± 777.30 in stage 4. A statistically significant increase in serum ferritin levels with severity of disease (P = 0.005) was noted. Similar trend was observed in substages of stage 3. Pearson correlation analysis showed a positive correlation between serum ferritin and severity of disease (P = 0.0007).

CONCLUSION: Increased serum ferritin was significantly independently associated with severity of orbital disease in COVID-19-associated rhino-orbito-cerebral mucormycosis.

PMID:38990622 | DOI:10.4103/IJO.IJO_574_23

Indian J Ophthalmol. 2024 Jul 11. doi: 10.4103/IJO.IJO_2803_23. Online ahead of print.

ABSTRACT

PURPOSE: To determine the influence of different types of orbital fractures on the radiographic post-treatment outcomes.

METHODS: The investigation was a retrospective cohort study involving CT data of all patients who underwent delayed primary or secondary surgery for orbital/zygomatico-orbital trauma between 2019 and 2021. The sample was divided into three groups 1, 2, and 3: isolated floor, floor and medial wall, and combined orbit and zygomatic complex fractures. The type of orbital fracture was the exposure, while the outcome measures were reduction in enophthalmos and intraorbital volume and linear relationship between the two variables. Data were analyzed for variance between groups and association. Statistical significance was set at < 0.05.

RESULTS: Forty-four patients (3 females and 41 males) with a mean age of 28.6 years were included in the study. Reductions in enophthalmos (P < 0.001) and intraorbital volume (P = 0.003) demonstrated significant variance between the groups. For every cubic centimeter of reduction in volume, the reduction in enophthalmos was 0.78 mm (P < 0.001) in isolated floor fractures, 0.60 mm (P = 0.013) in combined fractures involving the floor and medial walls, and 0.24 mm (P = 0.456) in combined fractures of the orbit and zygoma.

CONCLUSION: Correction of enophthalmos strongly depends on the type of orbital fracture. There exists a significant linear relationship between enophthalmos and intraorbital volume in fractures involving the internal orbit.

PMID:38990613 | DOI:10.4103/IJO.IJO_2803_23

Death Stud. 2024 Jul 11:1-10. doi: 10.1080/07481187.2024.2376838. Online ahead of print.

ABSTRACT

This article deals with the opinions and attitudes of the adolescent population toward death and its possible treatment in formal education at a public secondary school in Spain. To do so, we use a mixed methodology – DEA-S scale (n = 366) and three focus groups (n = 23), using descriptive statistical analysis, cluster analysis and qualitative thematic analysis. As in other studies, these students show moderately positive attitudes toward the inclusion of death education at their school, but their position is not unanimous, and above all, they admit its inclusion with certain reservations and conditions that reveal a limited conception of the educational potential of death education: they do not consider it appropriate at all educational stages and are critical of the way in which similar topics are usually dealt with at school. The analysis provides important didactic guidelines for the promotion of death awareness in secondary education.

PMID:38990603 | DOI:10.1080/07481187.2024.2376838

J Assoc Physicians India. 2024 Jul;72(7):41-47. doi: 10.59556/japi.72.0538.

ABSTRACT

BACKGROUND AND OBJECTIVES: Indian ethnic and educational diversities necessitate obtaining normative cognitive data in different populations. We aimed to evaluate cognitive scores using a Marathi translation of the Kolkata cognitive battery (KCB) and to study the association of KCB components with depression and sociodemographic variables.

MATERIALS AND METHODS: We studied 2,651 individuals aged ≥40 years without preexisting neuropsychiatric conditions from urban (Mumbai) and rural districts of Maharashtra. For each component of KCB, the lowest 10th percentile score was used to define cognitive impairment.

RESULTS: We studied 1,435 (54%) rural and 1,216 (46%) urban residents equally divided by gender (1,316 women and 1,335 men), average age 54 years. KCB scores were significantly lower with female sex, older age, illiteracy, and depression. The largest effect sizes attributable to these factors were in the domains of calculation (gender), visuoconstructional ability (VCA) (rurality), and verbal fluency (VF) (depression). Scores remained significantly lower in rural residents after controlling for age, sex, and education, particularly for VCA, immediate recall, and calculation.

CONCLUSION: This Marathi KCB, having been validated on large urban as well as rural samples, may be used to study cognition in Marathi-speaking populations with appropriate cutoffs tailored to the degree of urbanization of the population.

PMID:38990586 | DOI:10.59556/japi.72.0538

J Assoc Physicians India. 2024 Jul;72(7):34-40. doi: 10.59556/japi.72.0492.

ABSTRACT

AIM: This study illustrates parameters, procedures, and calculations for the statistical determination of sample size for different clinical study designs.

MATERIALS AND METHODS: In any research process, the sample size is an important consideration for the implementation of the planned study. From time to time, literature on sample size has been documented in the medical literature. However, the situations covered under them lack comprehensiveness in terms of different study designs, demonstration of calculations, and overreliance on statistical software.

RESULTS: The present study provides various facets of sample size determination, such as prerequisite parameters, mathematical formulation, and calculations for clinical study designs [descriptive studies, randomized controlled trials (RCT), correlational studies, comparison of multiple outcomes, survival analysis, sensitivity, and specificity], which will be quite useful.

CONCLUSION: This communication will be a good education and learning source for medical professionals to pick and choose a specific scenario and estimate the sample size.

PMID:38990585 | DOI:10.59556/japi.72.0492

J Assoc Physicians India. 2024 Jul;72(7):29-33. doi: 10.59556/japi.72.0582.

ABSTRACT

INTRODUCTION: Type 2 diabetes mellitus (T2DM) and nonalcoholic fatty liver disease (NAFLD) are linked to the global diabetes epidemic, leading to increased disease progression and adverse health outcomes. The renaming of NAFLD to metabolic dysfunction-associated steatotic liver disease (MASLD) at the 2023 European Association for the Study of the Liver Congress highlights the complex relationship between metabolic disorders and liver health. Taking this into consideration, we aimed this study to identify prevalence and risk factors associated with the stages of NAFLD in individuals with T2DM in the Indian population.

MATERIALS AND METHODS: This observational, cross-sectional study was conducted on 1,521 T2DM patients at Dr Panikar’s Speciality Care Centre, Mumbai, between September 1, 2022 and October 31, 2022. Demographic parameters such as age, gender, height, weight, and anthropometric parameters such as body mass index (BMI) and waist circumference were measured. Liver fibrosis and steatosis stages were identified by vibration-controlled transient elastography (VCTE) using FibroScan®.

RESULTS: The prevalence of liver steatosis was 75.1% among the 1,521 diabetes cases [S0 (24.9%), S1 (15.1%), S2 (24%), and S3 (36%)], whereas the prevalence of liver fibrosis was 28.0% [F0 (72%), F1 (19%), F2 (5%), F3 (1.5%), and F4 (3.4%)]. The S1 (p = 0.012), S3 (p = 0.001), F1 (p = 0.001), and F2 (p = 0.001) grades showed significant gender-related changes, demonstrating a positive connection. Furthermore, waist circumference was associated with disease severity in both liver steatosis and fibrosis stages (p = 0.001), but BMI was solely associated with the degree of steatosis (p = 0.001). The mean age differences between these categories, however, did not reach statistical significance (p-values of 0.149 and 0.078, respectively, for the steatosis and fibrosis grades).

CONCLUSION: The study reveals a high prevalence of NAFLD (steatosis and fibrosis) in T2DM patients, increasing the risk of advanced fibrosis. In T2DM patients with risk factors including waist circumference and BMI, appropriate screening and intervention are required.

PMID:38990584 | DOI:10.59556/japi.72.0582

J Assoc Physicians India. 2024 Jul;72(7):22-24. doi: 10.59556/japi.72.0590.

ABSTRACT

OBJECTIVES: To study the dynamics of antibody responses in the real world up to 6 months following two Covishield vaccination doses and evaluate its correlation with age.

MATERIALS AND METHODS: From March 2021 to February 2022, a prospective, longitudinal study of healthcare workers (HCWs) from a dedicated COVID-19 hospital was conducted. Institutional Ethics Committee permission was obtained. HCWs were divided into two groups. The first group consisted of individuals who had received the first dose of the COVID-19 vaccine, with at least 3 weeks elapsed since the dose, and who had not received the second dose until the initial blood sample for antibody testing was obtained. The second group consisted of individuals who had received both COVID-19 doses and had at least 2 weeks between the administration of the second dose and the collection of the first sample for antibody testing. In March 2021, after undergoing phlebotomy for serum collection, the participants responded to the survey. Electrochemiluminescence immunoassay (ECLIA) was used to perform a quantitative test for antibodies to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) spike (S) protein receptor domain [receptor binding domain (RBD)]. The test used had a 98.8% sensitivity and a 99.9% specificity. If the antibody titer was 0.80 U/mL or higher, it was deemed positive; if it was lower, it was deemed negative. Two follow-ups were conducted for both groups, 3 and 6 months following the first sample collection. During both follow-up visits, a blood sample was obtained for testing the amount of antibody response, and the history of COVID-19 disease following the initial sample was taken.

RESULTS: Every HCW had received the Covishield vaccination. After the vaccine’s first dosage, 61 HCWs in the first group underwent antibody testing. The information about the 43 HCWs in the first group who attended the two follow-ups is as follows. There were 14 (32.6%) nurses and 5 (11.6%) doctors among the 43 HCWs. The age range was 21-55 years, with the median [interquartile range (IQR)] age being 26 (22-40) years and 20 (60.5%) being females. The vaccination series had a median (IQR) of 34 (29-49) days between doses. There was a statistically significant difference in immunoglobulin G (IgG) levels of the three samples, χ2 = 13.579, p = 0.001. Median (IQR) IgG levels of the three samples at 1 month after the first dose, 3 and 6 months after the second dose were 8511 (51-15400) U/mL, 1471 (249-5050) U/mL, and 978 (220-2854) U/mL, respectively. The antibody titer was negative for two HCWs in the first sample, positive in the rest of the samples, and positive in all samples in both follow-ups. In the second group, following two COVID-19 dosages, a total of 65 HCWs had tested positive for antibodies. The information of the 56 HCWs in group II who attended both follow-ups is as follows. Of the 56 HCWs, 15 (26.8%) were doctors, 27 (48.2%) were nurses, and 14 (25%) were others. The age range was 20-64 years, with a median (IQR) of 29.5 (22-37.7) and 31 (55.3%) female participants. The vaccination series had a median (IQR) interval of 32 (29-35) days between doses. There was a statistically significant difference in IgG levels of the three samples, χ2 = 31.107, p < 0.0001. Median (IQR) IgG levels of the three samples at 20 days, 3.8 months, and 7 months after the second dose were 2377.5, 1345.5, and 1257 U/mL, respectively. Spearman’s rank order correlation was used to assess the association between IgG level and age in both groups. The relationship between IgG levels and age was weakly correlated and not statistically significant.

CONCLUSION: There is a waning of antibody titer over time postimmunization. A lower antibody titer can be a contributing factor for infections that emerge later. IgG levels postvaccination do not differ according to age.

PMID:38990582 | DOI:10.59556/japi.72.0590

JAMA Netw Open. 2024 Jul 1;7(7):e2421202. doi: 10.1001/jamanetworkopen.2024.21202.

NO ABSTRACT

PMID:38990574 | DOI:10.1001/jamanetworkopen.2024.21202

JAMA Netw Open. 2024 Jul 1;7(7):e2421019. doi: 10.1001/jamanetworkopen.2024.21019.

ABSTRACT

IMPORTANCE: In the US, hepatocellular carcinoma (HCC) has been the most rapidly increasing cancer since 1980, and metabolic dysfunction-associated steatotic liver disease (MASLD) is expected to soon become the leading cause of HCC.

OBJECTIVE: To develop a prediction model for HCC incidence in a cohort of patients with MASLD.

DESIGN, SETTING, AND PARTICIPANTS: This prognostic study was conducted among patients aged at least 18 years with MASLD, identified using diagnosis of MASLD using International Classification of Diseases, Ninth Revision (ICD-9) or International Statistical Classification of Diseases and Related Health Problems, Tenth Revision (ICD-10) diagnosis codes; natural language processing of radiology imaging report text, which identified patients who had imaging evidence of MASLD but had not been formally diagnosed; or the Dallas Steatosis Index, a risk equation that identifies individuals likely to have MASLD with good precision. Patients were enrolled from Kaiser Permanente Northern California, an integrated health delivery system with more than 4.6 million members, with study entry between January 2009 and December 2018, and follow-up until HCC development, death, or study termination on September 30, 2021. Statistical analysis was performed during February 2023 and January 2024.

EXPOSURE: Data were extracted from the electronic health record and included 18 routinely measured factors associated with MASLD.

MAIN OUTCOME AND MEASURES: The cohort was split (70:30) into derivation and internal validation sets; extreme gradient boosting was used to model HCC incidence. HCC risk was divided into 3 categories, with the cumulative estimated probability of HCC 0.05% or less classified as low risk; 0.05% to 0.09%, medium risk; and 0.1% or greater, high risk.

RESULTS: A total of 1 811 461 patients (median age [IQR] at baseline, 52 [41-63] years; 982 300 [54.2%] female) participated in the study. During a median (range) follow-up of 9.3 (5.8-12.4) years, 946 patients developed HCC, for an incidence rate of 0.065 per 1000 person-years. The model achieved an area under the curve of 0.899 (95% CI, 0.882-0.916) in the validation set. At the medium-risk threshold, the model had a sensitivity of 87.5%, specificity of 81.4%, and a number needed to screen of 406. At the high-risk threshold, the model had a sensitivity of 78.4%, a specificity of 90.1%, and a number needed to screen of 241.

CONCLUSIONS AND RELEVANCE: This prognostic study of more than 1.8 million patients with MASLD used electronic health record data to develop a prediction model to discriminate between individuals with and without incident HCC with good precision. This model could serve as a starting point to identify patients with MASLD who may need intervention and/or HCC surveillance.

PMID:38990573 | DOI:10.1001/jamanetworkopen.2024.21019