Tag: statistics

J Cancer Educ. 2022 Oct 2. doi: 10.1007/s13187-022-02223-2. Online ahead of print.

ABSTRACT

In Colombia, prostate cancer (PCa) is the most common cancer for incidence and mortality in men, which turns it into a public health problem. For high-risk communities to better understand the usefulness of basic research about PCa, a strategy of social appropriation of knowledge (SAK) in science and cancer was designed and implemented. A pedagogical activity and two tests (a pre-test and a post-test) were applied to middle education students in four schools in three Colombian cities to identify previous knowledge of biology concepts and cancer perceptions. As for biology concepts, there was a statistically significant increase (p < 0.01) in the total results of all questions in the post-test, especially in items related to the structure of DNA, differences between RNA and DNA, and codon. Similarly, better success rates were observed in questions about replication and mutation, and a statistically significant improvement related to the definition of cancer, cancer prevention, and its association with culture or ethnicity (p < 0.01). The results of the open question show what students learned about or were interested in the most, as evidence of the exchange of knowledge in those cities and the social appropriation of knowledge about PCa in Colombia. These findings show that this type of intervention, in diverse social contexts, is essential to improve understanding and perceptions that link school and scientific knowledge to a real problem, such as health and, in this case, cancer.

PMID:36183277 | DOI:10.1007/s13187-022-02223-2

Arch Orthop Trauma Surg. 2022 Oct 2. doi: 10.1007/s00402-022-04620-0. Online ahead of print.

ABSTRACT

INTRODUCTION: Posterolateral approach has been advocated for the treatment of ankle fractures involving the posterior malleolus and satisfactory results were demonstrated in several studies. The Bartonicek classification based on 3-dimensional CT scanning was commonly used for treatment recommendation of posterior malleolar fracture (PMF). The aim of this retrospective study was to evaluate the clinical effect of the posterolateral approach for the treatment of PMF and present outcomes of patients with different types of Bartonicek classification.

METHOD: We retrospectively reviewed the clinical outcomes of 72 patients with ankle fractures involving posterior malleolus (PM) from January 2016 to December 2018. Posterior malleolus fractures (PMFs) were all directly reduced and fixed by a posterolateral approach using lag screws and/or buttress plates. AOFAS score and VAS pain score were used as the primary functional outcome measures. The radiographic evaluation included the quality of the reduction and Kellgren-Lawrence (KL) osteoarthritis classification. According to the CT-based Bartonicek classification, all patients were classified into three groups: 42 type II, 18 type III and 12 type IV. Bartonicek type II patients were further divided into subtype IIa 19 cases, subtype IIb 16 cases and subtype IIc 7 cases. The radiological and functional outcomes were analyzed among different types and subtypes of Bartonicek classification.

RESULTS: Sixty-eight patients (94.5%) achieved good or excellent reduction of PMF after surgery. The mean AOFAS score was 81.35 ± 6.15 at 6 months and 90.56 ± 4.98 at the final follow-up, respectively. The VAS score was 6.62 ± 1.03 one week after surgery, and 1.20 ± 0.92 at the final follow-up. Radiological evaluation at the final follow-up showed that primary bone union was achieved in all patients and 65 patients (88.9%) got no (KL grade 0) or just doubtable (KL grade 1) post-traumatic osteoarthritis. AOFAS scores decreased significantly with the severity of Bartonicek classification at 6 month (p < 0.001) and final follow-up (p < 0.05), while there was no statistical difference of VAS pain score among different types of Bartonicek classification. Reduction quality and the presence of osteoarthritis was not correlated to Bartonicek classification either. Besides, AOFAS scores at the final follow-up were statistically different among three subtypes of Bartonicek type II fractures (p < 0.05), and Bartonicek subtype IIa fractures had the highest AOFAS scores as 93 ± 4.99. Presence and severity of osteoarthritis was lower in patients with subtype IIa PMF compared to other subtype groups, this finding was statistically significant (p < 0.05).

CONCLUSION: The posterolateral approach could achieve good clinical outcomes in the treatment of posterior malleolus fracture. Patients with a Bartonicek type II fracture had a better functional outcome measured by the AOFAS score compared to other types. Bartonicek type IIa fractures got a higher AOFAS score and a lower incidence of osteoarthritis at the final follow-up than the other two subtypes. Classification of PMFs according to the Bartonicek classification was reliable.

PMID:36183274 | DOI:10.1007/s00402-022-04620-0

Farm Hosp. 2022 Aug 18;46(5):282-289.

ABSTRACT

OBJECTIVE: To determine the factors associated with virologic failure n HIV patients on antiretroviral treatment treated in a Colombian health institution.

METHOD: This was a cross-sectional observational retrospective analytical study of HIV patients receiving antiretroviral treatment between 2007‑2020. Sociodemographic, pharmacological and clinical variables were collected, including viral load, adherence, and the medication possession ratio. For statistical analysis, crude and adjusted odds ratios and confidence intervals were obtained.

RESULTS: In a population of 5,406 patients, the proportion of virologic failure was 16.7%. Moreover, in the adjusted model, an association was found between virologic failure and time on treatment greater than one year, medication possession ratio under 80%, failure to claim medications from the pharmacy due to dose omission or discontinuation, adherence under 85%, CD4 count under 500, total cholesterol levels above 201 mg/dL, high density lipoproteins under 39 mg/dL and presence of mycosis.

CONCLUSIONS: In our cohort of HIV patients, short treatment periods, CD4 counts under 200, a low medication possession ratio, failure to timely claim medications from the pharmacy due to omission or discontinuation, and a lower degree of adherence were factors related to virologic failure.

PMID:36183228

Trop Med Int Health. 2022 Oct 2. doi: 10.1111/tmi.13824. Online ahead of print.

ABSTRACT

INTRODUCTION: Tuberculosis (TB) patients on the National Tuberculosis Elimination Program (NTEP) treatment protocol receive daily doses without health professional-supervised drug intake as during the previous directly observed treatment short-course (DOTS) regimen. We aimed to measure the level of adherence to anti-tubercular treatment (ATT) and the reasons for non-adherence among drug-sensitive TB patients on a daily-dose regimen in South India.

METHODS: A cross-sectional study was conducted among TB patients who received ATT as part of the standard treatment protocol in NTEP. Patients were interviewed to capture their understanding of TB, adherence, and the reason for non-adherence to ATT using validated instruments. Urine drug metabolite testing was performed using the High-Performance Liquid Chromatography (HPLC) technique to confirm adherence.

RESULTS: A total of 488 patients were recruited for the study. 64.8% of patients had “good knowledge” about TB and ATT. According to the subjective report, 63.7% of patients were adherent, but urine drug metabolite testing revealed 53.4% adherence. A statistically significant difference (p<0.05) exists between subjective and objective adherence measures. Patient-reported reasons for non-adherence were side effects of ATT (18.6%), loss of daily wages (15.0%), and forgetfulness (10.0%), among others.

CONCLUSIONS: Nearly half of the patients were non-adherent to the daily dosing regimen. Adherence as reported by the patients is unreliable, and urine testing could be used in routine care to assess adherence. This article is protected by copyright. All rights reserved.

PMID:36183194 | DOI:10.1111/tmi.13824

Farm Hosp. 2022 May 19;46(4):203-207.

ABSTRACT

OBJECTIVE: Given poor medication adherence in severe asthma is difficult to evaluate in daily practice, using at least two methods concurrently is recommended. We aimed to determine the prevalence of nonadherence to inhalers using the Test of Adherence to Inhalers questionnaire and the medication possession ratio obtained from the pharmacy refill data in patients with severe asthma treated with anti-interleukin-5 biologics and to evaluate their concordance.

METHOD: This was a cross-sectional retrospective observational study of 53 patients with severe asthma recruited from the severe asthma unit of a tertiary hospital in Madrid from June to December 2020. We registered demographic data, comorbidities and concomitant therapy for sthma. Nonadherence was defined as pharmacy refill data &lt; 80% and/or Test of Adherence to Inhalers questionnaire results &lt; 50. Concordance was assessed by determining the Cohen’s kappa statistic. Results: The median age was 61 years (interquartile range 51.8-67.0), and 33 (61%) were women. According to the pharmacy refill data lack of adherence to the primary inhaler was 58.5%. However, when using the Test of Adherence to Inhalers questionnaire, it was 22.6%. Combining both methods, 17% of patients were considered to have nonadherence to inhalers. Likewise, when identifying nonadherence by either of these methods, it reached a prevalence of 64.2%. The pharmacy refill data and Test of Adherence to Inhalers questionnaire agreed in 53.1% and disagreed in 46.9% of patients (k = 0.137; 95% confidence interval -0.057 to 0.331; p = 0.318).

CONCLUSIONS: We observed a higher prevalence of non-adherence to inhalers in patients with severe asthma treated with anti-interleukin-5 biologics. The agreement between the Test of Adherence to Inhalers questionnaire and the pharmacy refill data is lower when evaluating nonadherence in patients with severe asthma treated with anti-interleukin-5 biologics. The pharmacy refill data detect a higher proportion of nonadherence compared with the Test of Adherence to Inhalers questionnaire.

PMID:36183217

Pediatr Pulmonol. 2022 Oct 2. doi: 10.1002/ppul.26170. Online ahead of print.

ABSTRACT

BACKGROUND: Peripheral airway impairment (PAI) has been shown to have a close association to risk of uncontrolled asthma in children. However, clear methods have not been established for the clinician to select IOS reference equations best suited for their population. Our study aimed to develop a practical external validation analytic approach for the clinician to determine which of the available reference equations best predicts uncontrolled asthma for their patients.

METHODS: This is a post-hoc analyses of data collected at baseline in a RCT that occurred from March 2016-March 2018. The study population consisted of 227 children, ages 4 to 18 years, with moderate to severe asthma. Discrimination and calibration predictive performance of available and suitable IOS equations were assessed by using uncontrolled asthma as the criterion outcome. Discrimination statistics of accuracy, sensitivity, and specificity served as the primary performance indicators. Rank scores were determined by the number of acceptable limit thresholds met for these measures (>=60%, >=50%, and >=60%, respectively) across IOS metrics (R5, R5-R20, AX, and X5) resulting in a total possible score of 12.

RESULTS: External validity assessment determined the rank order of best to worst equations as being Gochicoa-Rangel (rank score=10)>Nowowiejska (rank score=9)>Assumapcao (rank score=6)>Amra (rank score=2). Gochicoa-Rangel reference equations provided the best option for universal application with accuracy of 73.1%, 72.2%, 76.7%, and 66.2% for R5, R5-R20, AX, and X5, respectively.

CONCLUSIONS: External validation, particularly discrimination in asthmatic children, offers the clinician a practical approach to selecting the most suitable predictive equations for their patients. This article is protected by copyright. All rights reserved.

PMID:36183193 | DOI:10.1002/ppul.26170

Neurosurg Focus. 2022 Oct;53(4):E4. doi: 10.3171/2022.7.FOCUS2269.

ABSTRACT

OBJECTIVE: The objective of this study was to compare the relative safety and effectiveness of invasive monitoring with subdural electrodes (SDEs) and stereoelectroencephalography (sEEG) in pediatric patients with drug-resistant epilepsy.

METHODS: A retrospective cohort study was performed in 176 patients who underwent invasive monitoring evaluations at UPMC Children’s Hospital of Pittsburgh between January 2000 and September 2021. To examine differences between SDE and sEEG groups, independent-samples t-tests for continuous variables and Pearson chi-square tests for categorical variables were performed. A p value < 0.1 was considered statistically significant.

RESULTS: There were 134 patients (76%) in the SDE group and 42 (24%) in the sEEG group. There was a difference in the proportion with complications (17.9% in the SDE group vs 7.1% in the sEEG group, p = 0.09) and resection (75.4% SDE vs 21.4% sEEG, p < 0.01) between SDE and sEEG patients. However, there was no observable difference in the rates of postresection seizure freedom at 1-year clinical follow-up (60.2% SDE vs 75.0% sEEG, p = 0.55).

CONCLUSIONS: These findings reveal a difference in rates of surgical complications and resection between SDEs and sEEG. Larger prospective, multi-institutional pediatric comparative effectiveness studies may further explore these associations.

PMID:36183187 | DOI:10.3171/2022.7.FOCUS2269

Neurosurg Focus. 2022 Oct;53(4):E11. doi: 10.3171/2022.7.FOCUS22276.

ABSTRACT

OBJECTIVE: This study aims to glean patient and caregiver perspectives surrounding deep brain stimulation (DBS) in children and youth through an analysis of patterns of social media usage.

METHODS: The authors performed a comprehensive search of the Twitter Application Programming Interface (API) database for all tweets about DBS use in children and youth, with no date restriction. Data pertaining to each tweet were extracted for analysis. Results were analyzed using qualitative and quantitative methodologies. These included thematic analysis of tweets, accounts, and descriptive statistics. Sentiment analysis of extracted tweets was also performed. A multivariable regression model was used to identify predictors of higher engagement metrics (likes, retweets, and quotes).

RESULTS: A comprehensive search of the Twitter database yielded 877 tweets from 816 unique accounts meeting study inclusion criteria. Most tweets were from patients or caregivers, researchers, or news media outlets. The most common themes among analyzed tweets were research discussing novel findings (45.2%) or personal experiences of patients or caregivers (27.4%). Sentiment analysis showed that 54.5% of tweets were positive, 35.1% were neutral, and 10.4% were negative. The presence of pictures or videos increased the tweet engagement count by an average of 10.5 (95% CI 7.3-13.6). Tweets about personal patient experiences (β = 6, 95% CI 0.95-12) and tweets tagging other accounts (β = 3.2, 95% CI 0.63-5.8) were also significantly associated with higher engagement metrics.

CONCLUSIONS: The current study is the first to assess patient and caregiver perspectives surrounding pediatric DBS through a comprehensive analysis of social media usage. Given the nascent field, social media presents an opportunity to share experiences and promote patient and healthcare professional education surrounding pediatric DBS.

PMID:36183184 | DOI:10.3171/2022.7.FOCUS22276

Neurosurg Focus. 2022 Oct;53(4):E2. doi: 10.3171/2022.7.FOCUS22338.

ABSTRACT

OBJECTIVE: Racial and ethnic disparities in healthcare have gained significant importance since the Institute of Medicine published its report on disparities in healthcare. There is a lack of evidence on how race and ethnicity affect access to advanced treatment of pediatric medically intractable epilepsy. In this context, the authors analyzed the latest Kids’ Inpatient Database (KID) for racial/ethnic disparities in access to surgical treatment of epilepsy.

METHODS: The authors queried the KID for the years 2016 and 2019 for the diagnosis of medically intractable epilepsy.

RESULTS: A total of 29,292 patients were included in the sample. Of these patients, 8.9% (n = 2610) underwent surgical treatment/invasive monitoring. The mean ages in the surgical treatment and nonsurgical treatment groups were 11.73 years (SD 5.75 years) and 9.5 years (SD 6.16 years), respectively. The most common insurance in the surgical group was private/commercial (55.9%) and Medicaid in the nonsurgical group (47.7%) (p < 0.001). White patients accounted for the most common population in both groups, followed by Hispanic patients. African American patients made up 7.9% in the surgical treatment group compared with 12.9% in the nonsurgical group. African American (41.1%) and Hispanic (29.9%) patients had higher rates of emergency department (ED) utilization compared with the White population (24.6%). After adjusting for all covariates, the odds of surgical treatment increased with increasing age (OR 1.06, 95% CI 1.053-1.067; p < 0.001). African American race (OR 0.513, 95% CI 0.443-0.605; p < 0.001), Hispanic ethnicity (OR 0.681, 95% CI 0.612-0.758; p < 0.001), and other races (OR 0.789, 95% CI 0.689-0.903; p = 0.006) had lower surgical treatment odds compared with the White population. Medicaid/Medicare was associated with lower surgical treatment odds than private/commercial insurance (OR 0.603, 0.554-0.657; p < 0.001). Interaction analysis revealed that African American (OR 0.708, 95% CI 0.569-0.880; p = 0.001) and Hispanic (OR 0.671, 95% CI 0.556-0.809; p < 0.001) populations with private insurance had lower surgical treatment odds than White populations with private insurance. Similarly, African American patients, Hispanic patients, and patients of other races with nonprivate insurance also had lower surgical treatment odds than their White counterparts after adjusting for all other covariates.

CONCLUSIONS: Based on the KID, African American and Hispanic populations had lower surgical treatment rates than their White counterparts, with higher utilization of the ED for pediatric medically intractable epilepsy.

PMID:36183182 | DOI:10.3171/2022.7.FOCUS22338

Neurosurg Focus. 2022 Oct;53(4):E8. doi: 10.3171/2022.7.FOCUS22296.

ABSTRACT

OBJECTIVE: Hypothalamic hamartoma (HH) is a rare, nonmalignant, heterotopic developmental malformation that consists of a mixture of normal neurons and glial cells. Resection of HHs has been associated with high rates of mortality and morbidity. Therefore, minimally invasive ablation methods could be the best treatment option for HH. The most frequently used minimally invasive options for HH ablation are radiofrequency thermocoagulation (RFT), laser ablation (LA), and stereotactic radiosurgery.

METHODS: To investigate three minimally invasive procedures in the treatment of refractory seizures related to HH, the authors conducted a systematic search in March 2022 in the MEDLINE, Embase, Scopus, and Web of Science databases in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Seizure freedom was the primary outcome of interest. The authors defined seizure freedom as Engel class I or International League Against Epilepsy class 1 or 2 or as the reported term “seizure freedom.” The secondary outcome was long-term complications reported in studies. Both random- and fixed-effects models were used to calculate the pooled proportion of seizure freedom and complication rate with 95% confidence intervals. A modified version of the Joanna Briggs Institute (JBI) Critical Appraisal to assess the risk of bias was used.

RESULTS: The authors included 15 studies with 422 patients (RFT, n = 190; LA, n = 171; and Gamma Knife Radiosurgery [GKRS], n = 61). Generally, the mean incidences of overall seizure freedom after minimally invasive procedures were 77% (95% CI 0.74-0.81) and 68% (95% CI 0.57-0.79) using fixed- and random-effects models, respectively. The mean incidence of overall seizure freedom after RFT was 69% (95% CI 0.63-0.75), and the mean incidences of overall seizure freedom after LA and GKRS were 87% (95% CI 0.82-0.92) and 44% (95% CI 0.32-0.57), respectively. The total complication rate with minimally invasive procedures was 13% (95% CI 0.01-0.26). The complication rate in each treatment was as follows: 5% (95% CI 0.0-0.12) for RFT, 20% (95% CI 0.0-0.47) for LA, and 22% (95% CI 0-0.65) for GKRS. Meta-regression analysis showed an association between older age and higher complication rates in the LA group.

CONCLUSIONS: In this meta-analysis, LA showed superiority in seizure freedom over the other two methods. The complication rate associated with RFT was less than those in the other two methods; however, this difference was not statistically significant.

PMID:36183177 | DOI:10.3171/2022.7.FOCUS22296