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Nevin Manimala Statistics

A STATISTICAL ANALYSIS OF OBSTETRIC AND PERINATAL COMPLICATIONS IN SINGLETON AND MULTIPLE PREGNANCIES ONCE ASSISTED REPRODUCTIVE TECHNOLOGIES ARE USED

Wiad Lek. 2021;74(4):915-922.

ABSTRACT

OBJECTIVE: The aim: To carry out a comparative statistical analysis of obstetric and perinatal complications in singleton and multiple pregnancies once assisted reproductive technologies (ART) are applied according to the records taken from archival materials (maternity and delivery records) and identify the clinical features of multiple pregnancy.

PATIENTS AND METHODS: Materials and methods: Over the period of 2017-2019, 522 women gave birth in LELEKA Maternity Hospital LLC after using assisted reproductive technologies and 331 women among them were followed-up in the women’s health center of LELEKA maternity hospital. Among these women (522) with singleton pregnancy 445 women gave birth, while in multiple pregnancy – 77. The statistical analysis of 150 maternity and delivery records was carried out. All pregnant women were divided into two groups: group 1 – 75 women having singleton pregnancy after ART; group 2 – 75 women having multiple pregnancy after ART. Women getting pregnant after ART, or in vitro fertilization (IVF) and five-day frozen embryo transfer to be exact, turned out to be the selection criterion for a comparative statistical analysis. Mathematical methods for research were used as O.P. Mintser (2013) suggested. The reliability of the digit cancellation test was calculated using the Fisher’s exact test and Student’s T-test. Graphs were designed using Microsoft Excel.

RESULTS: Results: The complications of early multiple pregnancy were the following: anemia (47.8% as opposed to 22.9%, p<0.01), placental insufficiency (43.3% in contrast to 22.9%, p<0.01), threatened abortion (41.8% in contrast to 28.6%, p<0.01). The complications in late pregnancy are as follows: preeclampsia (52.7% as opposed to 20.6%, p <0.01), intrauterine growth restriction (20.0% as opposed to 7.4%, p <0.01), anemia in pregnancy (76.4% in contrast to 32.4%, p<0.01), placental insufficiency (47.3% in contrast to 22.1%, p<0.05).

CONCLUSION: Conclusions: Multiple pregnancy is a high risk for anemia in pregnancy, preeclampsia, placental insufficiency, early intrauterine growth restriction and fetal distress in pregnancy and labor. It predetermines the high level of a caesarean section. Therefore, further research aimed at prediction and prevention of obstetric and perinatal complications in multiple pregnancy after ART is currently topical.

PMID:34156004

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Nevin Manimala Statistics

DYNAMIC OF UPPER LIMB SENSORIMOTOR RECOVERY ASSESSED ON THE FUGL-MEYER SCALE IN POST-STROKE PATIENTS WITH NEGLECT SYNDROME RECEIVING COMBINED PHYSICAL THERAPY AND ERGOTHERAPY

Wiad Lek. 2021;74(4):849-855.

ABSTRACT

OBJECTIVE: The aim: To assess the effect of the modified combined program of physical therapy and ergotherapy on the indicators of upper limb recovery in the patients with the left unilateral neglect.

PATIENTS AND METHODS: Materials and methods: The study involved 58 patients diagnosed with the right hemisphere stroke followed by neglect syndrome. Patients were randomly divided into main group (MG) and control group (CG) according to the ratio of 1:1. Physical therapy of CG patients included proprioceptive neuromuscular facilitation (PNF), balance training, ergotherapeutic intervention, and exercises improving fine motor skills. Specially developed intervention program of MG patients took into account patient’s individual capabilities and needs. It included PNF, balance training and upright posture correction, constraint-induced movement therapy, dual task activities, stimulation of the affected side in daily activities, targeted therapy. The length of intervention comprised 3 months in both groups.

RESULTS: Results: According to the results of the primary examination, the groups had no differences in demographic variables, clinical history (NIHSS scale, the Glasgow Coma Scale and Albert’s Test) and Fugl-Meyer assessment of upper limb sensorimotor recovery. Statistical analysis of the final scores of the Fugl-Meyer scale confirmed that MG had statistical advantages in all measured items of the motor function domain, as well as in a number of proprioceptive sensitivity indicators.

CONCLUSION: Conclusions: The obtained results confirm better efficacy of the modified program of physical therapy and ergotherapy, received by MG patients.

PMID:34155991

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Nevin Manimala Statistics

Acceptability and Effectiveness of Artificial Intelligence Therapy for Anxiety and Depression (Youper): Longitudinal Observational Study

J Med Internet Res. 2021 Jun 22;23(6):e26771. doi: 10.2196/26771.

ABSTRACT

BACKGROUND: Youper is a widely used, commercially available mobile app that uses artificial intelligence therapy for the treatment of anxiety and depression.

OBJECTIVE: Our study examined the acceptability and effectiveness of Youper. Further, we tested the cumulative regulation hypothesis, which posits that cumulative emotion regulation successes with repeated intervention engagement will predict longer-term anxiety and depression symptom reduction.

METHODS: We examined data from paying Youper users (N=4517) who allowed their data to be used for research. To characterize the acceptability of Youper, we asked users to rate the app on a 5-star scale and measured retention statistics for users’ first 4 weeks of subscription. To examine effectiveness, we examined longitudinal measures of anxiety and depression symptoms. To test the cumulative regulation hypothesis, we used the proportion of successful emotion regulation attempts to predict symptom reduction.

RESULTS: Youper users rated the app highly (mean 4.36 stars, SD 0.84), and 42.66% (1927/4517) of users were retained by week 4. Symptoms decreased in the first 2 weeks of app use (anxiety: d=0.57; depression: d=0.46). Anxiety improvements were maintained in the subsequent 2 weeks, but depression symptoms increased slightly with a very small effect size (d=0.05). A higher proportion of successful emotion regulation attempts significantly predicted greater anxiety and depression symptom reduction.

CONCLUSIONS: Youper is a low-cost, completely self-guided treatment that is accessible to users who may not otherwise access mental health care. Our findings demonstrate the acceptability and effectiveness of Youper as a treatment for anxiety and depression symptoms and support continued study of Youper in a randomized clinical trial.

PMID:34155984 | DOI:10.2196/26771

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Nevin Manimala Statistics

Rural community pharmacies’ preparedness for and responses to COVID-19

Res Social Adm Pharm. 2021 Jul;17(7):1327-1331. doi: 10.1016/j.sapharm.2020.10.008. Epub 2020 Oct 21.

ABSTRACT

BACKGROUND: Few studies have documented rural community pharmacy disaster preparedness.

OBJECTIVES: To: (1) describe rural community pharmacies’ preparedness for and responses to COVID-19 and (2) examine whether responses vary by level of pharmacy rurality.

METHODS: A convenience sample of rural community pharmacists completed an online survey (62% response rate) that assessed: (a) demographic characteristics; (b) COVID-19 information source use; (c) interest in COVID-19 testing; (d) infection control procedures; (e) disaster preparedness training, and (f) medication supply impacts. Descriptive statistics were calculated and differences by pharmacy rurality were explored.

RESULTS: Pharmacists used the CDC (87%), state health departments (77%), and state pharmacy associations (71%) for COVID-19 information, with half receiving conflicting information. Most pharmacists (78%) were interested in offering COVID-19 testing but needed personal protective equipment and training to do so. Only 10% had received disaster preparedness training in the past five years. Although 73% had disaster preparedness plans, 27% were deemed inadequate for the pandemic. Nearly 70% experienced negative impacts in medication supply. There were few differences by rurality level.

CONCLUSION: Rural pharmacies may be better positioned to respond to pandemics if they had disaster preparedness training, updated disaster preparedness plans, and received regular policy guidance from professional bodies.

PMID:34155979 | DOI:10.1016/j.sapharm.2020.10.008

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Nevin Manimala Statistics

Intraoperative blood volume loss according to gestational age at delivery among pregnant women with placenta accreta spectrum (PAS): an 11-year experience in Songklanagarind Hospital

J Obstet Gynaecol. 2021 Jun 22:1-6. doi: 10.1080/01443615.2021.1910638. Online ahead of print.

ABSTRACT

A retrospective study was conducted to evaluate the intraoperative blood volume loss in pregnant women with PAS according to gestational age at delivery. A total of 116 women were enrolled, 39 (33.6%) had an intraoperative massive blood loss (>5000 ml). The massive haemorrhage group had statistically significantly higher percentages of increta and percreta type than the non-massive haemorrhage group (94.9 vs. 67.5%, p < .001). Multiple linear regression analysis showed a decreasing trend of intraoperative blood loss after 34 weeks’ gestation with the nadir period between 35 and 36+6 weeks’ gestation, especially from 36-36+6 weeks’ gestation which was statistically significant, p <.05. The perinatal morbidities from 36-36+6 weeks were not statistically significantly different from 37 weeks’ gestation. Therefore, we recommend that pregnant women with PAS and stable clinical symptoms should be scheduled for caesarean hysterectomy from 36-36+6 weeks’ gestation.Impact statementWhat is already known on this subject? Massive obstetric haemorrhage from PAS disorders is the main concern for caesarean hysterectomy among these patients as it leads to secondary complications including coagulopathy, multisystem organ failure, and death.What do the results of this study add? The amount of intraoperative blood loss in pregnant women who underwent caesarean hysterectomy due to PAS, was lowest from 36-36+6 weeks’ gestation.What are the implications of these findings for clinical practice and/or further research? We recommend that pregnant women with PAS and stable clinical symptoms should be scheduled for caesarean hysterectomy from 36-36+6 weeks’ gestation.

PMID:34155959 | DOI:10.1080/01443615.2021.1910638

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Nevin Manimala Statistics

Electronic Cigarettes: Their Role in the Lives of College Students

J Pharm Pract. 2021 Jun 22:8971900211026841. doi: 10.1177/08971900211026841. Online ahead of print.

ABSTRACT

BACKGROUND: Electronic cigarettes have increased in popularity amongst college-aged adults. Although often advertised as smoking cessation tools, students have taken to them as their primary exposure to nicotine. For many reasons, e-cigarettes are extremely convenient and have become the most common tobacco products among this generation.

OBJECTIVE: To assess perceptions and reasons for e-cigarette use in college students.

METHODS: A 20 question online Qualtrics® survey was distributed to college students aged 18 and above across the United States. All responses were anonymous and data were analyzed using quantitative and qualitative inferential and descriptive statistics.

RESULTS: Of those who used e-cigarettes, 67.7% are not likely to smoke when they are upset or sad, 56.8% disagree that stress is a factor, and 83.5% cited that alcohol was involved when smoking. Most respondents, 74% (n = 467), associated smoking with emotions of happiness, joy or peace. 43.7% who associated e-cigarettes with happiness or peace were more likely to agree that stress was an influence versus 26.5% for those who did not (p = 0.004).

CONCLUSION: Results show a high prevalence of e-cigarette usage among college-aged students. Emotional pleasurable connections with e-cigarettes, similar to traditional cigarettes, play a role in their use. This information will allow healthcare professionals to tailor educational messages surrounding cessation.

PMID:34155945 | DOI:10.1177/08971900211026841

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Nevin Manimala Statistics

Predictors of blood glucose change and vascular complication of type 2 diabetes mellitus patients in Felege Hiwot Referral Hospital, North West Ethiopia

Sci Rep. 2021 Jun 21;11(1):12974. doi: 10.1038/s41598-021-92367-w.

ABSTRACT

Vascular complication results in serious physical damages which may lead to the death of Type 2 diabetes mellitus patients. Studying the determinant factors of changes in blood glucose level and duration of time to the development of vascular complications helps to save the lives of citizens. A retrospective cohort study was conducted among type 2 diabetes mellitus (T2DM) patients enrolled between December 2011 and December 2012 at Felege Hiwot Referral Hospital. A total of 159 T2DM patients were included in the study. Joint modelling of longitudinal and survival analysis was employed to identify predictors of Blood Glucose Change and Vascular Complication of Type 2 Diabetes Mellitus Patients. The prevalence of vascular complication in Type 2 diabetes patients was 23.3%. Half of these patients developed an avascular complication after 24 months from the onset of the follow-up. The significant predictors of shorter time to development of vascular complication were positive proteinuria (adjusted hazard ratio (AHR) = 1.62, CI: 1.08-2.41), increase in the level of serum creatinine (AHR = 4.12, CI: 1.94-8.74), cholesterol ≥ 200 mg/dl (AHR = 1.54, CI: 1.01-2.35), and log (fasting blood glucose) (AHR = 1.453, CI: 1.004-2.104). The predictors of progression of fasting blood glucose were duration of treatment (CL: – 0.015, – 0.0001), hypertension (CL: 0.018, 0.098), baseline fasting blood glucose level 126-139 and 140-199 mg/dl (CI: – 0.40, – 0.31) and (CI: – 0.24, – 0.17), respectively. Male T2DM patients, patients with more visits to the hospital and patients who required one oral agent had a relatively lower progression of blood sugar level. Type 2 diabetes mellitus patients having higher cholesterol level, positive proteinuria, higher fasting blood sugar and a lesser number of hospital visits had a higher risk of developing a complication.

PMID:34155262 | DOI:10.1038/s41598-021-92367-w

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Nevin Manimala Statistics

The short-term associations of chronic obstructive pulmonary disease hospitalizations with meteorological factors and air pollutants in Southwest China: a time-series study

Sci Rep. 2021 Jun 21;11(1):12914. doi: 10.1038/s41598-021-92380-z.

ABSTRACT

Chronic obstructive pulmonary disease (COPD) is the fourth major cause of mortality and morbidity worldwide and is projected to be the third by 2030. However, there is little evidence available on the associations of COPD hospitalizations with meteorological factors and air pollutants in developing countries/regions of Asia. In particular, no study has been done in western areas of China considering the nonlinear and lagged effects simultaneously. This study aims to evaluate the nonlinear and lagged associations of COPD hospitalizations with meteorological factors and air pollutants using time-series analysis. The modified associations by sex and age were also investigated. The distributed lag nonlinear model was used to establish the association of daily COPD hospitalizations of all 441 public hospitals in Chengdu, China from Jan/2015-Dec/2017 with the ambient meteorological factors and air pollutants. Model parameters were optimized based on quasi Akaike Information Criterion and model diagnostics was conducted by inspecting the deviance residuals. Subgroup analysis by sex and age was also performed. Temperature, relative humidity, wind and Carbon Monoxide (CO) have statistically significant and consistent associations with COPD hospitalizations. The cumulative relative risk (RR) was lowest at a temperature of 19℃ (relative humidity of 67%). Both extremely high and low temperature (and relative humidity) increase the cumulative RR. An increase of wind speed above 4 mph (an increase of CO above 1.44 mg/m3) significantly decreases (increases) the cumulative RR. Female populations were more sensitive to low temperature and high CO level; elderly (74+) populations are more sensitive to high relative humidity; younger populations (< = 74) are more susceptible to CO higher than 1.44 mg/m3. Therefore, people with COPD should avoid exposure to adverse environmental conditions of extreme temperatures and relative humidity, low wind speed and high CO level, especially for female and elderly patients who were more sensitive to extreme temperatures and relative humidity.

PMID:34155257 | DOI:10.1038/s41598-021-92380-z

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Nevin Manimala Statistics

Changes in eating habits and food preferences in breast cancer patients undergoing adjuvant chemotherapy

Sci Rep. 2021 Jun 21;11(1):12975. doi: 10.1038/s41598-021-92138-7.

ABSTRACT

Change in eating habits in early breast cancer (EBC) patients during chemotherapy has been poorly studied in the literature. The primary aim of this study was to prospectively evaluate food preferences and weight change in EBC patients before and after adjuvant chemotherapy. From April 2014 to June 2018, 205 EBC patients underwent a dietary assessment according to the following timeline: baseline evaluation (one week before starting chemotherapy, T0); first follow-up (approximately 2-3 months after starting chemotherapy, T1); final follow-up (one week after chemotherapy end, T2). A statistically significant reduction of the following foods was reported after the start of chemotherapy: pasta or rice, bread, breadsticks/crackers, red meat, fat and lean salami, fresh and aged cheese, milk, yogurt, added sugar, soft drinks, alcoholic beverages (wine, beer, and schnapps), and condiments (oil and butter). Conversely, fruit consumption consistently increased. As a result of these changes, a Healthy Eating Index (HEI) specifically developed for this study and suggestive of a balanced diet, significantly increased. Body weight did not increase, despite reduction in physical activity. This prospective study shows that EBC patients tend to adopt “healthier dietary patterns” during adjuvant chemotherapy, leading to a non-change in weight, despite reduction in physical activity.

PMID:34155246 | DOI:10.1038/s41598-021-92138-7

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Nevin Manimala Statistics

The impact of super-spreader cities, highways, and intensive care availability in the early stages of the COVID-19 epidemic in Brazil

Sci Rep. 2021 Jun 21;11(1):13001. doi: 10.1038/s41598-021-92263-3.

ABSTRACT

Although international airports served as main entry points for SARS-CoV-2, the factors driving the uneven geographic spread of COVID-19 cases and deaths in Brazil remain mostly unknown. Here we show that three major factors influenced the early macro-geographical dynamics of COVID-19 in Brazil. Mathematical modeling revealed that the “super-spreading city” of São Paulo initially accounted for more than 85% of the case spread in the entire country. By adding only 16 other spreading cities, we accounted for 98-99% of the cases reported during the first 3 months of the pandemic in Brazil. Moreover, 26 federal highways accounted for about 30% of SARS-CoV-2’s case spread. As cases increased in the Brazilian interior, the distribution of COVID-19 deaths began to correlate with the allocation of the country’s intensive care units (ICUs), which is heavily weighted towards state capitals. Thus, severely ill patients living in the countryside had to be transported to state capitals to access ICU beds, creating a “boomerang effect” that contributed to skew the distribution of COVID-19 deaths. Therefore, if (i) a lockdown had been imposed earlier on in spreader-capitals, (ii) mandatory road traffic restrictions had been enforced, and (iii) a more equitable geographic distribution of ICU beds existed, the impact of COVID-19 in Brazil would be significantly lower.

PMID:34155241 | DOI:10.1038/s41598-021-92263-3