Friday, September 16, 2022

Bullous Lung Disease in Young IV Drug Abuser: A Case Report - Juniper Publishers

 Pulmonary & Respiratory Sciences - Juniper Publishers

Introduction

Substance abuse is one of the major concerns in the world today as millions of people are abusing legal and illegal drugs for recreational purposes. Pulmonary complications of intravenous (IV) drug abuse include infections, airway and interstitial disease, respiratory failure, pulmonary edema, and the acquired immunodeficiency syndrome (AIDS) [1,2]. Occasional reports have documented radiological, physiological, and pathological evidence of emphysema with or without bullae formation in intravenous drug abusers mostly in drug abusers injecting medications intended for oral use and have occurred in association with intravenous talcosis [3]. Pulmonary talcosis is a well-known complication of intravenous heroin use. In contrast to the lower lobe bullae in talcosis, one series included 10 cases with upper lobe bullae (average age 36-70 years) in a radiological survey of 387 drug misusers having severe airway obstruction [4].

Giant bullous emphysema (GBE) is first described by Roberts et al. as bullae radiologically occupying more than 30% of one or both hemithorax without compressing the surrounding lung parenchyma [5]. GBE mostly occurs due to alveolar wall destruction leading to enlargement of distal airspaces and terminal bronchioles [6]. Bullous emphysema (BE) can be caused by chronic obstructive pulmonary disease (COPD) due to tobacco smoke, alpha-1 antitrypsin deficiency [7], and rarely, due to illicit substance use. GBE due to illicit drug use usually spares the central lung parenchyma and is commonly seen in the upper lung fields and periphery [8]. Here we present a case of a young male intravenous heroin abuser who presented in our hospital with a complaint of chest pain and dyspnea found to have bilateral upper lobe bullae and right sided hydropneumothorax.

Case Report

A 20 years old male presented to us with a complaint of progressive breathlessness for 1month, right sided chest pain, and fever for 15 days. The patient was an intravenous drug abuser, chronic smoker, and chronic alcoholic for 6 years. No history of asthma, diabetes mellitus, hypertension, or tuberculosis. On examination pallor was present, no clubbing, no cyanosis, no lymphadenopathy. Spo2 was 85% and the respiratory rate was 30/min. On auscultation bilateral decreased breath sounds in suprascapular, interscapular, infraclavicular, and mammary area and right side intrascapular and inframammary area. Occasional Ronchi were present bilaterally along with succussion splash was present on the right side.

On laboratory investigation: hemoglobin: 9.2, total leucocyte Count: 14000 differential leucocyte count: 75, 22, 0, 3; Erythrocyte sedimentation rate: 42, liver function test and renal function test were within normal limits. HIV status was negative and anti-HCV was positive. The pleural fluid analysis showed an exudative picture with glucose 65gms, protein 3.5, and neutrophilic predominance. Gram stain culture sensitivity showed pseudomonas aeruginosa growth. Sputum for acid-fast bacilli and CBNAAT for Pulmonary TB showed a negative result. X-ray chest (Figure 1) showed right-sided hydropneumothorax, left-sided large hyperluscent area. Chest tube intubation was done in right 6th intercostal space.

Post intubation x-ray (Figure 2) showed right sided hydropneumothorax, with chest tube in situ, communicating with bullae on the right upper and middle zone. Left-sided large bullous lesion involving upper zone. CECT Chest (Figure 3) revealed consolidation with partial collapse of right lower lobe is seen with internal breakdown resulting in bronchiectatic and small cavitatory changes. Lung Parenchyma is distorted with the formation of large bullae in both upper lobes largest of 13x12x10cm on the right side and 12x10x7 cm left upper lobe. Mild pneumothorax is noted. Paraseptal and centriacinar emphysematous changes are seen in the remaining lung parenchyma. Multiple enlarged lymph nodes, pretracheal, paratracheal, bilateral hilar and subcarinal regions, largest measuring 12*8mm in size. Minimal right-sided pleural effusion. Alpha 1 antitrypsin level - within normal limits. The patient was diagnosed as a case of bullous lung disease due to IV drug abuse and pyopneumothorax. Chest tube drainage of pus was done and antibiotics according to culture sensitivity were given but the patient failed to improve and thus referred to the cardiothoracic surgery department for surgical management of bullae.

Discussion

The medical consequences of IV drug abuse frequently affect the lungs. The effects may be a direct effect of the drug or indirect effects owing to the method of administration or the presence of contaminants. The effects may be infectious or noninfectious in etiology and can affect the parenchyma, pleura, or mediastinum. Bullous lung disease is a rare complication of IV drug abuse. Bullae may develop from known complications of intravenous drug abuse; for example, foreign-body granulomas could produce pulmonary fibrosis and micro bullae [9]. Subsequent coalescence of these micro bullae leads to the formation of large bullae. Alternatively, septic or foreign body emboli may damage the pulmonary capillary bed to form thin-walled cavities. Repeated intravenous drug abuse would increase the numbers of these cavities, and their coalescence would result in large bullae.

Conclusion

Finding of large (bilateral) upper lobe bullous pulmonary damage in young intravenous drug user, strongly implicated drug abuse in the pathogenesis of those bullae. Whatever the explanation, this complication of intravenous injection of the drug may represent a clue to the pathogenesis of the much more common form of emphysema. Therefore, Chest physicians need to be aware of the ways in which such drug abuse results in pulmonary disease and to remember that not all drug abusers will admit to their use of drugs.

Thursday, September 15, 2022

Line-by-Line Sweeping Method in Hydraulic Head Distribution - Juniper Publishers

 Trends in Technical & Scientific Research - Juniper Publishers


Abstract

Numerical solutions have been extensively used in recent decades to solve engineering problems in different fields such as fluid dynamics, heat transfer and soil mechanics. In this study a hybrid implicit finite difference approach has been used to calculate the hydraulic water head distribution which is a combination of Gauss-Seidel and Alternating Direction Implicit method. By solving seepage equation for stable flow condition in a two-dimensional homogenous and isotropic environment, water head distribution from high to low values is calculated from four neighboring cells. Results showed by travelling from right to left in head contours, density and value increased. Water head has been divided into 12 equipotential lines. The benefit of using such numerical solutions is their high accuracy and consistency.

Keywords: Numerical Simulation; Finite difference method; Line sweeping; Hydraulic head distribution

Introduction

An engineering problem with too many assumptions and simple mathematical model results in analytical solution which is a good approximation to reality [1-3]. On the other hand, engineering problem with low assumptions and more complex math models ends in numerical solutions [4-7]. Numerical models are classified into three major categories. Finite difference, finite volume, and finite element modeling. Finite difference has been developed by Euler in 1768. The earliest mathematical paper describing the technique date back to Shellback’s work of 1851 [8]. One other method is finite volume method which is almost the same with finite difference method except an integration step ahead of finite difference [9-11]. From 1950 finite element method (FEM) has been developed and extensively used specifically for structural frame analysis etc. [12-14]. Any finite difference model includes two main parts. First is domain discretization which is shown in Figure 1 below. And the second component is equation discretization. Equation (1) shows a sample of equation used in finite difference method.

In discretization of equation an approximation based on teylor’s expansion has been used [15-17]. Beside, elements relation in the modeling domain has a high degree of importance. Finite difference can be used in advection-diffusion equation, conservation of mass or in solving Navier-Stokes equations both in explicit and implicit formats [18-20]. Other advantages of using numerical solutions is their consistency, stability, convergency and finally their accuracy. Courant number is responsible for stability of the model [21].

Method

Alternating direction implicit (ADI)

In this method equations are solved in a sequential order in terms of rows and columns of a matrix respectively. The whole idea is to solve the first set of equations, rows per say in first time step and the others (columns) in next time step [22,23].

Gauss-seidel method

It is an iterative method used to solve a system of linear equations which is named after the German mathematicians Carl Friedrich Gauss and Philipp Ludwig von Seidel [8]. In this iterative method equation with higher coefficient used as a base for starting equation.

Line by line sweeping method

This method is a combination of Gauss-Seidel and ADI method. By solving seepage equation for stable flow condition in a two-dimensional seepage environment we have equation (2) as below. Considering homogenous environment (K is constant in all directions) and isotropic condition (Kx = Ky) equation (2) simplified into equation (3).

By applying second order finite difference method, equation (3) results in equation (4).

If ∆x = ∆y, then hi, j is calculated from four neighborhood cells as presented in Figure 1 as well as equation (5) below.

Boundary and initial conditions

Figure 2 shows a schematic of problem. This study investigates hydraulic head distribution based on a line-by-line implicit sweeping method. A 4×6 matrix has been considered in which boundary conditions at the left and right sides as well as up and down of the domain was given as known values in blue circles in terms of meters of water head. In this study water head stands at 5 meters at the left-hand side and eventually reaches to zero at the right-hand side. Boundary conditions and their values are shown in blue circles. Calculated values are presented in central red circles having initial values of two meters of water starting from lower case e and end at lower case d.

By applying the sweeping method from second row, all red circles have been calculated from four neighboring method which has been mentioned earlier. In next step by starting from second column and having previously calculated results as initial known values for this step, values of second iteration were calculated. To check the model convergence, a convergence condition has been applied.

Successive Over Relaxation (SOR)

α = 1.5 considered as relaxation coefficient and should be higher than one.

Results

Figure 3 shows distributed head contours from high to low values. By travelling from right to left contours density and value increased. In fact, the height of five meters of water has been divided into 12 equipotential lines, in which each single line stands for a cross-sectional head at that height of water. The reason of having low congestion of equipotential lines at the right-hand side (lower head values) of Figure 3 is the mild slope of head distribution as it is presented in Figure 4, hence equipotential lines are in further distances in comparison to the left -hand side (Higher head values). Figure 4 below shows a schematic of head distribution surface.

Conclusion

In this study, with the help of a numerical approach a fluid dynamic solution has been developed for a hydraulic head distribution of water throughout a hybrid line-by-line procedure which is a derivation of Alternating Direction Implicit Method (ADI) and Gauss-Seidel method. Numerical solutions have high accuracy and consistency as well as convergency and stability. These characteristics gives us a privilege in replacing them with many analytical and traditional fluid dynamic solutions. Their accuracy leads in having less errors in our results, and their convergency ends in reaching the almost same algebraic solution results.

Tuesday, September 13, 2022

Herbal Nanoparticles A Positive Approach to Treat Leishmaniasis-Review - Juniper Publishers

 Global Journal of Nanomedicine - Juniper Publishers

Abstract

Leishmaniasis known as Kala azar in India is transmitted by the protozoan parasite phlebotomine sandfly. There are more than 20 parasites species found in the world. Since many millions are affected and thousands of deaths occur every year this is a neglected tropical disease. There are more than 90 countries affected which contain developed countries and developing countries. The countries include the Eastern Mediterranean region, South Asian countries, Africa and South America. The WHO is taking preventive measures to eradicate this disease within 2020. There are three forms of leishmaniasis, visceral leishmaniasis (VL) which affects the liver and spleen, muco-cutaneous leishmaniasis which affects the oral cavity and nasal tract and cutaneous leishmaniasis (CL) which affects the skin. The current treatment available for the disease is pentavalent antimony compounds such as sodium stibogluconate, macrolide compound amphotericin B and Alkylphosphocholine miltefosine. In these drugs severe side effects and toxicity is observed. So, the current strategy available for these drugs is treatment through nanomedicine. Nanotechnology has emerged as an alternative drug delivered by nanocarriers with improved bioavailability and reduced side effects, together with other characteristics that help to reduce the toxicity. Nanotechnology has shown enormous growth in recent years in the application of new drug delivery devices to antileishmanial drug to the targeted cells, tissues and organs specifically with minimizing the toxic effects to normal cells. This review attempts to present a comprehensive overview of different nanocarriers that have greatly contributed to improving the efficacy of anti-leishmaniasis drugs].

Keywords: Nanotechnology; Leishmaniasis; Liposomes; Niosomes; Nanoparticles

Introduction

Leishmaniasis is a vector borne disease transmitted by sand flies. Leishmaniasis is a parasitic disease caused by more than 20 Leishmania protozoan parasite specie [1]. Almost 2.5 million people are affected all over the world, 1 -1.5 million are affected by cutaneous Leishmaniasis and in India over 90000 are affected by visceral Leishmaniasis [2]. From 2004–2008 there were an estimated 200,000–400,000 cases and 20,000–40,000 deaths per year globally [3]. The current perspective of the disease is that WHO is trying to eradicate the disease within 2020. WHO is taking preventive measures to eradicate the disease and the parasite vector in spraying of pesticides, protection and prevention against the vectors? The environmental and climatic condition is suitable for the insect vector to grow. It is also found in epidemic and non endemic areas of the country. The main cause of the disease is poor sanitary conditions for the vector to grow using animals as host and this disease is carried over to humans through a bite of the insect.

There are three main types of leishmaniasis: Cutaneous, visceral and mucocutaneous. Since the symptom of the disease are severe with skin lesions which do not disappear for lifetime in cutaneous leishmaniasis, visceral leishmaniasis where liver and spleen and lymph nodes gets damaged and leads to death and mucocutaneous leishmaniasis leads to loss of oral cavity and nasal tract. The first-line drugs for treatment of leishmaniasis include pentavalent antimony compounds such as stibogluconate [4]. The drugs have severe toxic side effects, such as cardiotoxicity and hepatotoxicity. The parasite has developed resistance to this drug. The second-line drugs for treatment of leishmaniasis include macrolide compound amphotericin B [5]. The severe side effects include nephrotoxicity and cardiotoxicity and it is very expensive. Alkylphosphocholine miltefosine was the first approved orally administered antileishmanial drug on the market. The main side effects being related to toxicity to the gastrointestinal tract. Due to teratogenic effects of miltefosine, it is not used for treatment in pregnant women [6].

Nanoparticles are materials with sizes in the range of 1-100 nm. Nanostructured materials can reach the targeted site like liver, spleen and bone marrow. Nanotechnology is gaining importance day by day the drug is administered into the cells, tissues and organs directly. Some drawbacks are seen in tablet formulations, emulsions and suspension, the drug does not reach the site and the drug is not administered completely to the targeted site of application. Many diseases like cancer, neurological disorders, vector borne diseases like malaria, filariasis, Leishmaniasis. The drug can be administered to the active site with complete bioavailability through nanoparticles. The isolated compound can be incorporated in the nanoparticle and delivered to the desired site of action through Nanotechnology (Figures 1-3). There are number of methods employed in nanotechnology. In this review we have added few important uses, advantages and significance of nanoparticles.

Global Journal of Nanomedicine
Global Journal of Nanomedicine
Global Journal of Nanomedicine

Liposomes

Liposomes are small minute vesicles which are spherical in shape that can be prepared from cholesterol and phospholipids. They are compatible due to their minute particle size, solubility, stability and dissolutions. Liposomes are currently used as DDS for the treatment of different diseases. Most liposomal formulations available in the market target many diseases like cancer and neurological disorders [7].

Nano emulsions and Niosomes

They are mixtures of two immiscible liquids their stability can be enhanced by adding a surfactant (emulsifier). The surfactants are added in these preparations to decreases the interfacial tension and for the creation of small droplets. The emulsifier also plays a significant role in increasing the stability of NE [8].

Solid lipid Nanoparticles

They are prepared from phospholipids, Tweens, polyoxyethylene ethers, and polyvinyl alcohol. The lipids used in their production are stable at room temperature and they have very good potency, high efficacy and low toxicity and side effects [9].

Polymer Nanoparticles

Polymer based nanoparticles may be used in treating infectious diseases such as leishmaniasis, cancer, neurological and vector borne diseases. Since their small size enables them to pass through plasma membrane and biological barriers upon parenteral administration, also enhancing absorption and enabling therapeutic agents to be delivered to infected cells, tissues and organs [10]. Polymer nanoparticles have certain advantages, such as increased bioavailability, compatibility, biodegradability, and release of the encapsulated drug to the targeted site of action.

Biodegradable Nanoparticles

They can be prepared from a variety of materials such as proteins, polysaccharides and synthetic biodegradable polymers. Advantages [11].

i. Desired particle size of the nanoformulation,

ii. Varied properties of the drug i.e. solubility and stability,

iii. Surface characteristics,

iv. Biodegradability and compatibility,

v. Drug delivery profile of the finished product.

Poly-D-L- lactide-co-glycolide

Poly-D-L- lactide-co-glycolide (PLGA) is one of the most successfully used biodegradable polymers. It undergoes hydrolysis in the body to produce glycolic acid and lactic acid. Since glycolic acids and lactic acid are naturally found in the body and participate in a number of biosynthetic pathways, there is very minimum side effects and toxicity with the use of PLGA for the targeted drug delivery [12,13].

Metallic Nanoparticles

Metallic nanoparticles such as gold and silver nanoparticles are now receiving considerable attention in the pharmaceutical field. They exhibit several important facts and different functions i.e., diagnostic and therapeutic efficacy to be combined in a single dosage form [14,15].

Nanocrystals

Nanocrystals are pure solid drug particles, particle size in range of 1000 nm. They are usually stabilized by using a polysmeric stearic stabilizers or surfactants. They are 100% drug without any carrier’s molecule attached to it [16,17]. The different dosage forms and formulations available in the form of nanoparticles, liposomes, neosomes etc. are reported in this study (Table 1).

Global Journal of Nanomedicine

Conclusion

The present review focuses on the recent advances in nanotechnology. Initially, the use of nanotechnology was largely based on enhancing the stability, absorption, biodegradability, biocompatibility, bioavailability, dissolution and controlled release of drugs [18-28]. Hence enhancing the efficacy and potency of known natural bioactive compounds through nanotechnology has become a feature trend. The efficacy of these natural products has greatly improved through the use of nanocarriers formulated with metallic nanoparticles like, gold & silver nanoparticles, polymeric nanoparticles together with solid lipid nanoparticles, nanocrystal, liposomes, niosomes, nanoemulsions, biodegradable nanoparticles and lipid core nano capsules, etc. There has been a continued demand for novel natural biomaterials for their quality of being biodegradable, biocompatible, availability, renewable resources, less side effects and low toxicity. Nanotechnology being applied to treat leishmaniasis is a relatively new area of research and still needs to be enhanced with the available data that will arise when nanotechnology will be applied to various aspects to treat leishmanial disease.


Monday, September 12, 2022

Prevalence of Frailty Among Elders in Rural Lebanon - Juniper Publishers

 Gerontology & Geriatric Medicine - Juniper Publishers

Summary

Objective: The prevalence of frailty among elders living in rural Lebanon is unknown. This study aimed to determine the prevalence of frailty in rural Lebanon.

Methods: Frailty prevalence among 340 elders recruited from towns and villages in one main region of Lebanon was determined using a cross-sectional design approach based on Fried criteria. Socio-demographics, self-rated health, physical function and comorbidities were ascertained. The mean age was 76.2±7.6 yrs. Most of the male participants were married (88.6%), whereas 50% of women were widowed. 63.3 % of seniors rated their health as good to excellent while 36.7 % rated it fair to poor. 84.7% of the elders reported the presence of chronic illness: musculoskeletal diseases (49.4%), cardiac diseases (42.9%), and diabetes mellitus (32.4%). The majority were either frail (164, 48.2%) or pre-frail (131, 38.5%), and only 45 (13.3%) were found to be robust. Frail elders were more likely to be older (78.2 ± 7.4 years), female (72%) or married. They were more likely to be uneducated, never performed any work prior to retirement (57.9%), and currently not working (94.5%). Frail participants were more likely to lack a monthly income, and totally dependent on their family members (57.3%).

Conclusion: Frailty is highly prevalent among older adults living in rural Lebanon and is associated with advancing age, the absence of a regular income, financial dependency and a worsening health status. Strategies to improve health status, nutrition, exercise and socioeconomic status are needed in order to reduce the prevalence of frailty.

Keywords: Lebanon; Shouf region; Frailty; Prevalence

Introduction

Like many developing countries, Lebanon is reporting similar demographic changes and the proportion of elders is expected to reach 10.2% of the overall population by 2025 [1] with three quarters of them suffering from at least one comorbidity [2]. With increasing comorbidities, frailty is more likely to occur and is associated with a high prevalence of short-term adverse health-related outcomes [3] such as poor functional and cognitive status, falls, dependency, disability [4] hospitalization [5] institutionalization, and higher mortality [4,6]. The prevalence of frailty worldwide is estimated to range from 4 to 59% depending on the operationalization framework. [4] Governments are facing a rapidly increasing challenge of providing health care to their frail population; thus, early detection and prevention of progression from robust to prefrail or frail status is of paramount importance in improving the quality of life and health care utilization. With respect to Lebanon, scant data on the prevalence of frailty among the older segment of its population could be found. Boulos et al. [7] reported a 36.4% prevalence rate of frailty and 30.4% of prefrailty among a cohort of Lebanese elders being screened for malnutrition utilizing the SOF index [7]. The aim of this paper is to report on the prevalence of Frailty in rural Lebanon by utilizing the gold standard criteria of Fried6 and to identify risk factors that correlate with frailty.

Study Design

A cross-sectional study was conducted among rural community-dwelling elders residing in one of the eight Mohafazats in Lebanon (the Shouf region). The sample size was calculated using an estimated population size of 166140, 8% of whom were reported to be 65 years and older. Using an estimated frailty prevalence rate of 36.4% and a 95% confidence level, a sample size of at least 340 people was determined. Taking into consideration that 10% of the elders might refuse to participate in the study, a total of 385 elders were recruited from all the towns and villages of the Shouf region based on the proportionality of elders to the total population. Forty-five elders refused to participate in the study, yielding a sample size of 340 older adults who consented to participate in the study

Procedures of the study

Each town and village in the Shouf region was visited by one of the investigators. Participants were randomly selected to participate in the study after the goals of the study were explained in detail. A multicomponent questionnaire was conducted by two trained researchers. Functional assessment was done through measurements of activities of daily living. Estimates of health status was done using a self-rated health status questionnaire (SRH), based on a 5-item scale (excellent, very good, good, fair and poor) [8]. Frailty was then assessed using the golden Fried criteria (weight loss, exhaustion, low physical activity, slowness and weakness). A score of 0 or 1 was given to each component according to their cutoff as defined by Fried et al.6 Based on the previous criteria, the participants were then divided into three stages: non-frail (score 0), pre-frail (score 1-2) and frail (score 3-5). The study was approved by the Ethics committee at Ain Wazein Medical Village.

Statistical Analysis

Statistical analysis was performed with SPSS version 16.0 statistic software package. Descriptive statistics were then used to describe demographic and health characteristics, as well as lifestyles. Outliers were identified and removed from further analysis in order to provide a better picture of the study at hand. Relationships between frailty stages and various independent variables were conducted.

Results

The average age of the participants was 76.2 ± 7.6 years (65-97), with 38.9% being males. Of the participants, 36.8% were between the ages of 75 and 84 years, and 17.9% were older than 85 years (Table 1). Most of the males (88.6%) were married whereas 50% of the females were widowers at the time of the study. About 19.1% of the elders lived alone, with women being three times more likely than men to be living alone. The majority had low education level, 41.8% had less than 8 years of education and 39.1% were illiterate. 12.6% (of whom 28% were males) were still working with a monthly income of 500$ or less and 51.4% had monthly incomes between 500-1000$. Nearly half of the participants (47.9%) did not have any monthly income and were totally dependent on family members or relatives. The mean number of adults living in the same household was 1.8. Some elders were taken care off by housekeepers.

Almost 50% of the studied population rated their health as good, 36.8% as poor and only 12% perceived their health to be in a very good or excellent status (Table 2).

Chronic illness was reported by 84.7% of the studied sample, 42.9% suffered from cardiac disease, such as congestive heart failure, valvopathy, or coronary syndrome, 32.4% had diabetes mellitus, 26.8% suffered from joint and lumbosacral disease, including osteoarthritis, 22.6% reported musculoskeletal disease like osteoporosis, 17.4% suffered from lung problems, 12.6% had thyroid disease, 7.6% reported cerebrovascular accidents and only 2.6% had cancer. The mean number of medication used was 4.9+3.2 drugs/day. Most elders (64.1%) reported dental problems with 25% having chewing problems and 4.7% noted swallowing difficulties. The studied population was mostly sedentary, with only 13.2% reported regular physical exercise, 90% were nonsmokers, and 86.8% never consumed alcohol.

Of the participants, few elders (13.3%) were classified as robust based on the Fried criteria (Table 3). The majority were labeled as either frail (48.2%), or prefrail 38.5%. Frailty varied between the genders; more males (24.2%) were classified as robust compared to females (6.2%, p value < 0.05), whereas more females tended to be frail (56.8%) as compared to males (34.8%, p <0.05).

Noteworthy is that frail adults tended to be older (78.2 ± 7.4 years), more likely to of female gender (72%), married (51.2%), with children (5.1 ± 2.3 living children), and not well educated, as compared with pre-frail and non-frail people (Table 4). A significant proportion (57.9%) have never performed any work prior to retirement and 94.5% are currently not working. However, 23.8% were fortunate to have a monthly stipend. Overall, the majority were totally dependent on their family members (57.3%) for support.

Multiple regression analyses were conducted to examine the relationship with the variables under study. In conclusion, the resulting significant regression equation containing: self-rated health, age, gender and educational level was found to explain 33.0% of the total variation in frailty.

Discussion

The studied population is a representative sample of older adults from rural Lebanon and is comparable to other older groups reported by Sibai et al. [9] It had a predominance of female participants and a higher number of widowed females. As in the national pan Arab project for family health (PAPFAM) study, older women tended to be more often illiterate, financially dependent on their family members and more often living alone. Noteworthy is that 28% of older men continue to work after the official age of retirement, while only 2.9% of older women do so. Similar percentages were reported in the PAPFAM survey [2].

Generally speaking, women considered their health as being fair or poor more so than men and they quite often reported chronic pain. Similar findings were reported by Chemaitelly et al. [8] in underprivileged communities in Beirut9 and by Wranker et al. [10] in Sweden.

A high prevalence of frailty, 48.2%, was found in this sample of community-dwelling older Lebanese citizens in the Shouf area, which is slightly higher than that reported by Boulos et al. from another cohort in Lebanon, (36.4%) [8]. However, it is similar to that reported by Al. Kuwaiti et al about older adults in the United Arab Emirates (47%) [11]. Although this study was concerned with frailty prevalence rates in rural areas, the reported rates are applicable to urban areas as well, as noted by Sabah et al, who indicated that major differences between urban and rural settings have decreased in severity due to internal and external displacements of the Lebanese population and to the rapid evolution of communication services in Lebanon [12]. Similar high rates have also been reported from other developing nations such as Latin America (30%-42.6%) [13]. In contrast, developed European countries reported lower frailty rates ranging from 27.3% in Spain, 23% in Italy, 12.1% in Germany, and the lowest rate (11.3%) was reported from the Netherlands. These discrepancies between the different countries, may be related to ethnic differences between the studied countries, maximum achieved muscle mass for the population studied, nutritional and exercise habits, differences in health care delivery and chronic illnesses, psychosocial wellbeing, or case finding techniques.

Older Lebanese women living in rural areas seemed to be the most disadvantaged group using objective indicators such as number of drugs taken, hospitalization frequency, length of stay and falls during the preceding year. Likewise, women considered their health as being fair / poor more so than men and very often reported chronic pain. These findings compare well with the results of studies about SRH and pain conducted by Chemaitelly et al. [8] in underprivileged communities in Beirut [10] and by Wranker et al. [10] in Sweden [12]. Compared to males, older women were more likely to be widowed, and were less likely to be financial independent. This may translate into lower support for women in their later years, the need for more assistance in their daily activities, a higher propensity for nutritional deficiencies, and loss of companionship which could explain the gender disparity in terms of frailty prevalence between the two groups.

This study points to the need for practicing physicians to be cognizant of the high prevalence of frailty among older adults, especially among older poor widowed women. These patients have high morbidity and mortality rates, more falls and pressure ulcer development [5,6,14]. Healthcare strategies are needed to help physicians better identify this syndrome, and to institute rehabilitative measures to prevent the development of frailty, or to promote its reversal among older adults. Such efforts may translate into better quality of life and hopefully a meaningful longevity. Such targets could be addressed in future research studies.

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Friday, September 9, 2022

IGF-1-PI3K-Akt-mTOR and Myostatin-SMAD3 Pathways Signaling for Muscle Hypertophy - Juniper Publishers

 Endocrinology and Thyroid Research - Juniper Publishers

Abstract

The control of muscle mass depends mainly on the action of two signaling pathways: IGF-1 axis and Myostatin. While one (IGF-1) signals increases in protein synthesis, the other (myostatin) acts by inhibiting muscle growth. The interaction of these signaling pathways with other mechanisms determines muscle mass. Furthermore, an important player in the process are the satellite cells in a dependente or non-dependent way to hypertrophy process.

Keywords: Skeletal muscle; Muscle mass control; Muscle protein syntesis

Introduction

Its described that the size of skeletal muscle is dependent upon the kinetic processes of muscle protein synthesis (MPS) and muscle protein breakdown (MPB), the difference between which (MPS minus MPB) dictates net protein balance [1,2]. A positive protein balance (when MPS is greater than MPB) determines the increase in skeletal muscle fiber volume called hypertrophy. In recent decades, studies in molecular biology and biochemistry have shown two intracellular pathways to control the size of muscle fibers [3-5]. The first of them positively regulates muscle growth, comprising a cascade that includes the growth factor IGF-1. The second pathway is an inhibitory mechanism. It down regulate muscle growth and includes myostatin [3-7]. The purpose of this work is to show that the signaling for muscle hypertrophy is done via activation or not of satellite cells.

Discussion

It has been showed that the inactivation of IGF-1 in the skeletal muscle of animals impairs growth and reduces the number and size of muscle fibers. On the other side, an overexpression of IGF-1 promotes muscle hypertrophy, in a process dependent on the activation of the PI3K-Akt-mTOR cascade [8-10]. Akt phosphorylation is able to increase protein synthesis, through the activation of mTOR, which interacts with other proteins, to form complexes mTORC1 with a raptor subunit and mTORC2 with a rictor subunit [10,11](Figure 1).

Amino acids are capable of activating mTOR [4,12]. The effect of amino acids in the regulation of protein synthesis seems to be mediated mainly by leucine, through a mechanism that can be via insulin or not. It is important to highlight that although amino acids are fundamental as a substrate for protein synthesis, the simple increase in intake does not induce hypertrophy per se [13]. Based upon animal and cell culture studies, only leucine is required to induce protein synthesis and mTOR signaling, however, in vivo human studies are needed to validate this hypothesis [14].

Knock-out animals for mTOR, present reduced postnatal muscle growth and expressive reduction in size only of the fast-twitch fibers with preservation of the slow ones despite severe myopathy [15]. Despite the activation of two complexes associated with mTOR, complex 1 has a more important role in protein synthesis, being also the target of the inhibitory potential of rapamycin, whose treatment inhibits development, muscle regeneration and compensatory hypertrophy caused in experimental models by eliminating synergists [11,15].

As showed, although mTORC1 is capable of influencing the 4E-BP1 (eukaryotic translation initiation factor) and S6K1 (S-6 Kinase 1) factors, only the latter is essential for muscle hypertrophy and, in fact, its deletion it results in atrophy and prevents the anabolic effect of the constitutive activation of Akt [5,15]. It has also been shown that the protein AMP kinase (AMPK), activated when intracellular energy levels are decreased, is able to block the inducing effect of mTORC1 on muscle hypertrophy and AMPK-deficient mice demonstrate hypertrophy [16,17]. Despite this, other factors must be involved in the activation of hypertrophy independently of mTOR activation, as rapamycin is able to only partially inhibit the accumulation of ribosomal RNA necessary for protein synthesis and which normally occurs after activation of mTORC1 in conjunction with the synthesis of tRNA and nuclear RNA polymerases I, II and III [7].

Interestingly, it was affected that the transcription factor Yin-Yang (YY1) is able to physically interact with mTORC1 and mediate the expression of mTOR-dependent mitochondrial gene expression [7]. Apparently, mTORC1 seems to be able to induce YY1 phosphorylation, inducing the displacement of a transcription repressor complex of several genes that directly contributes to the expression of numerous genes involved in the insulin/IGF-1 signaling pathway, including IGF1, IRS1, IRS2, Akt1 and Akt2 [7,18]. In this context, the administration of rapamycin, by inhibiting mTORC1 and dephosphorylating YY1, recruits again the repressor complex of the promoter region of these genes and blocks its transcription [7].

A second muscle hypertrophy control pathway involves a myostatin, a member of the transforming growth factor superfamily (TGF-β). Myostatin is produced by skeletal muscle itself and negatively regulates muscle growth [16]. The exposure of purified myostatin inhibits the protein synthesis of cultured myotube cells and its systemic administration promotes muscle atrophy in mice [16]. The participation of myostatin in this phenomenon has been classically represented by the high levels of hypertrophy observed in several species of mammals that have mutations in the myostatin gene [18] (Figure 2).

A protein known as follistatin has also been identified, which is produced by skeletal muscle and capable of inhibiting the action of myostatin, in addition to binding and neutralizing the activity of activin-A, another member of the TGF-β family that it also acts as a negative regulator of muscle growth [19]. Follistatin has a more profound impact on hypertrophy than the myostatin gene deletion itself [20]. Myostatin and activin-A interact with each other and activate heterodimeric receptor in a process that antagonizes protein synthesis and muscle hypertrophy, and which can be inhibited by administering the soluble form of activin-A type II receptor (ACVR2B) [19]. The signal mediated by the myostatin/activin-A complex is believed to occur through phosphorylation and nuclear translocation of transcription factors SMAD2 and SMAD3 and formation of heterodimers with SMAD4. Although the targets of these factors are not yet known, it is speculated that they interfere negatively in the Akt-mTOR pathway [21,22].

In fact, muscle hypertrophy produced by ACVR2B transfection can be inhibited by rapamycin and that induced by follistatin is blocked by inactivation in different segments of the IGF-1/Akt/mTOR pathway [9,21]. Likewise, follistatin overexpression, induced by viral injection in skeletal muscle, increases Akt phosphorylation and signals the activation of protein synthesis, in a process dependent on mTOR activation and which is suppressed by exposure to rapamycin [7]. Apparently, inhibiting the interaction of SMAD3 with follistatin is critical for Akt-mTOR signaling even though, as demonstrated in other cell systems, SMAD3 is able to directly interact with Akt and suppress protein synthesis in that environment [21,23].

Such evidence demonstrates that there is communication between the myostatin/activin-A complex and the IGF-1 signaling pathway in order to control the degree of muscle fiber hypertrophy [24]. However, it has been shown that other pathways are also involved in the skeletal muscle hypertrophy process. These include serum responsive factors (SRFs), which are required to induce hypertrophy in synergists' ablation models, in a role mediated by interleukins 6 and 4 (IL-6 and IL-4) which act in a paracrine manner to induce proliferation and satellite cell fusion [25,26]. It has also been shown that SRFs activate Akt through the microRNA, miR-486, which is shown to be able to inhibit PTEN phosphatase, which negatively affects PI3K-Akt signaling [27].

Androgens and beta-2 adrenergic agonists are equally capable of activating the PI3K-Akt-mTOR pathway and contribute to increasing the protein synthesis process. In this sense, the administration of testosterone or mimetics that prioritize the development of male secondary sexual characteristics are capable of producing hypertrophy and animal models where there is a lack of testosterone, it reduces Igf-1 mRNA, Akt phosphorylation and rate of protein synthesis in processes that are reversed with nandrolone [19]. Similarly, clenbuterol or formoterol, beta-2 adrenergic agonists, are able to activate, through the increase of cyclic AMP, Akt phosphorylation, in a process that is blocked by rapamycin [28].

Another extracellular protein known as Wnt7a is capable of contributing to hypertrophy through activation of satellite cells and binding to the Fzd7 receptor, which is also involved in the activation of the PI3K-Akt-mTOR pathway [29]. This process seems to be enhanced by the positive impact of tensional changes in the sarcolemma and membrane caveoli, which contain an abundance of the nitric oxide synthetase enzyme in its neuronal isoform, which is abundant in skeletal muscle. It is believed that the released nitric oxide would be able to interact with superoxide anions produced by the contractile fiber mitochondria during exercise, and promote the synthesis of peroxynitrite, an aggressive reactive oxygen species that, however, has already been involved in the activation of vanilloid receptors Trpv1 present in the sarcoplasmic reticulum, and subsequent release of calcium ions. Thus, the moderate increase in the concentration of calcium ions in the cytosol would be able to positively influence numerous metabolic aspects and also activate mTOR to promote alterations in the protein synthesis process [14,19].

Mechanic stimuli in the membrane would also be able to activate mTOR through an Akt-independent pathway that involves the participation of phosphatidic acid and activated phospholipase D [7,30]. On the other hand, the fourth isoform of the transcription factor PGC-alpha was recently identified, whose isoform 1 is traditionally involved in mitochondrial biogenesis and is targeted by AMPK. Differently, PGCα-4 would be involved in increasing muscle mass and strength, being able to repress the action of myostatin and, in fact, in clenbuterol-induced hypertrophy it is abolished by deletion of the PGCα-4 gene [16].

Finally, although we have previously discussed the role of satellite cells in the hypertrophy process, it should be noted that muscle regeneration recaptures embryonic and neonatal myogenesis in a process that involves the activation, self-renewal, proliferation and fusion of myogenic and near stem cells always includes immune activation and inflammation [31]. Anyway, it is important to emphasize that muscle hypertrophy may exist even in the absence of significant activation of satellite cells and in fact, when this phenomenon is stimulated by clenbuterol, the muscle growth process does not involve satellite cell activation, as occurs in reintroduction of gravitational load, after a period of intentional removal to induce muscle atrophy [26,32].

Even in follistatin-induced hypertrophy signaling, satellite cells do not appear to play a role [15]. However, in the aforementioned experimental models, where synergists are intentionally removed from the limbs of animals to produce compensatory hypertrophy of the agonists, there is immediate proliferation and fusion of satellite cells, with well-evidenced increases in the number of myonuclei in a process that is also verified after eccentric contraction performed with high load and for a long time and capable of producing micro-lesions and localized inflammation [31]. Such experimental models are traditionally performed in rats and involve the removal of the gastrocnemius or tibialis anterior to observe, respectively, the hypertrophy of the soleus or extensor digitorum longus [33,34].

Likewise, it is well demonstrated that IGF-1-mediated hypertrophy involves the activation of satellite cells, and that the cytokines IL-6 and IL-4 are directly involved in muscle growth in experimental models involving overload [24]. Anyway, it is important to remember that even with the elimination of 90% of satellite cells through the use of toxins for PAX7, it is still possible to verify some muscular hypertrophy. It seems evident that, in mammals, there may be hypertrophy with or without the involvement of satellite cells [15,18]. In this context, acute and aggressive stimuli such as the elimination of synergists or intense exercise with a high eccentric component and presence of muscle damage, seem to necessarily involve the participation of satellite cells for regeneration and compensatory adaptive hypertrophy[35]. On the other hand, more gradual physical exercise stimuli and experimental models that replace the load on one or both limbs after intentional removal (functional overload model), the verified hypertrophy, does not seem to involve the activation of satellite cells, being exclusively associated to the increase of the protein synthesis process [36,37].

Conclusion

Based on the above, we can verify the central, but antagonistic, roles of IGF-1 and myostatin in controlling muscle hypertrophy. The factors shown effect their actions through complex intracellular signaling mechanisms. In addition, other mechanisms contribute to the control of hypertrophy, such as amino acids, androgens and inflammatory molecules. Satellite cells are not always involved in hypertrophy, and there is an activation of them mediated or not by IGF-1 and other factors.

Wednesday, September 7, 2022

Looking on the Gender Skull Dimorphism Brighten up by Classical Anatomical – Anthropological Approach - Juniper Publishers

 Anatomy Physiology & Biochemistry - Juniper Publishers


Editorial

In preparing the topic, I was guided by the postulates of the actuality of the same, which I can offer from my field of expertise. In that sense, I would like to transfer certain experiences I have in the field of medical anthropology, related to the evaluation of the anatomical and anthropological significance of the skull, primarily gender assessment based on the human skull. Application of classical methodology approach, anthropometric and anthroposcopic gender assessment based on human skeleton is still very actual with no less significant then before, regardless wide use of DNA analyzes. Purposes for qualitative and quantitative skeletal remains analyzes for gender identification may be found in economic prize of DNA analyzes, time duration to complete those analyzes, possibility of collecting samples, specially from places where mass suffering took place and common scaffold were placed.

In that sense classical anthropometric and anthroposcopic human skeletal remains analyzes have their place and application, enriched with the modern methodology approaches of functional analyzes, based on univariate and multivariate analyzes. Gender assessment based on human skeleton has its significance and application in forensic medicine, anatomy, physical anthropology, archaeology. Within medical anthropology, where is based on constitution and standardization assessment its application found skull standardization (skull standardization based on it’s a symmetry, skull categorization based on standard categories of its length, width, cephalic index and cranial capacity), as well as skull standardization based on gender. So, while applying classical anatomy- anthropological skeleton analyzes for gender assessment, methodology has two paths:

Qualitative (osteoscopic-anthroposcopic)

This analyze presents qualitative morphological characteristics assessment either of the skeleton or skeletal parts (exp prominence or non-prominence of parietal and frontal tuber, obtuse or acute supra-orbital margin, more narrow or wider nose roof, etc.). Qualitative analyze accuracy depends of evaluation’s experience and ability, so should be performed by experienced medical forensics, anatomy specialists, anthropologists, for more effective medical- forensic expertise.

Quantitative (osteometric-anthropometric or classical morphometry)

This analyze is process of measuring individual diameters on human skeleton with prior clearly defined procedures (skeleton position or position of the skeleton part, instrument, metrical unit, anthropometric points). I fall named criteria for quantitative analyze are obtained, we avoid that evaluator is subjective – which is not the case at qualitative analyze. Morphological differences in skeleton structure between male and female develop before birth. Sexual dimorphism in skeleton structure continues to develop during early childhood, childhood and adolescence that lead to increase of accuracy in determination of gender based on human skeleton. In that sense you should keep in mind that females are growing and developing faster than males, so while determining the gender in children, their age should be considered.

Differences between male and female include characteristics that are related to reproduction role, to endocrine (hormonal) system which is very evident after puberty, their physical and physiological characteristics; effects related to behaviour, all those can vary within the single population and between different populations. Within those considerations, it’s important to remember the significance of physiological inter-sexuality for anthropology. It is clear that all males are not identical as it is the case with females. So, within the limits of numeric range are present characteristics of gender, while in individual variations are present personal characteristics. Numerous scientific manuscripts, confirm rareness of existence of clearly “male” or “female” skull type. So, we have a male gender classification from hyperandroid till unandroid and female gender from hyperginoid till unginoid based on number of morphognostic gender signs that have been verified on certain skulls.

So, in large degree of sexual polarization, morphognostic skull characteristics of females may reveal its male polarization (android female type), as in males their female polarization (ginoid male type). Clearly, this type of polarization we do not find just in range of qualitative skull characteristics but it can be found related to shoulder and pelvis width, larynx dimensions and its parts, size and shape of xiphoid process of sternum, redistribution of subcutaneous fat tissue, hair pattern, etc. So, anatomic-anthropological analyzes of intersexuality find their interest in extra-genital sexual characteristics. While determining gender based on human skull, the modern anatomicanthropological approach should be dynamic, directed in thoughts of sexual constitution that could be opposite polarized.

That is why in many studies have been tried to answer what are the most dominant morphognostic characteristics of male and female skull. As final consideration, I am free to suggest based on my own experience in this area, creating the studies that will valorise the influence of single morphognostic (osteoscopic) characteristics on scull gender determination not only based on their percentage(%) presence but proving their influence through uni-variant and multi-variant binary logistic regression. That way, just the most significant parameters for gender determination based on human skull analyze, will remain. Those parameters are not necessary the ones with the highest percentage, but in interaction with other factors show the greatest predictive potential.

Even though all skull linear diameters analyzed univariant may show bigger or smaller statistic significance while gender determining based on human skull. Just by using multivariate binary logistic regression some of them stand out with predictive power that allows creating the model for gender predilection. This discourse with respect of population standards and utilization of parallel and combined qualitative and quantitative analyzes is grant for the most effective anthropological provement and as such may be suggested to forensic expertise based on human skull. The boarders are moved further, primarily in area of discriminate functional analyzes and their application. Furthermore, with technology development we do have bigger insight and use of modern software and geometric morphometry. All of it, opened new areas for implementation of previous acknowledges connected with new technologies and possibilities that they offer to alive human, where the sintagm “living anatomy and anthropology” shows in full meaning, and its significance could find in clinical studies as well.

Friday, September 2, 2022

The Discovery of Helium Gas in South Ganga Basin, Sagar Division M P India - Juniper Publishers

 Recent Advances in Petrochemical Science - Juniper Publishers

Opinion

A rare Discovery of the Helium and Petroleum Gas in more than 54 Tube wells in and around Sagar Town in Sagar Division (1993 to 2015 period) in the rocks of Upper Rewa sandstone of the Vindhyan Super group. The discovery of the Rare Gas Helium in hydrocarbon rich zone in the tube wells in agricultural field in the Villages in Sagar division of M P is a unique finding in rocks of the Vindhyan Super Group, in the history of Earth Science in India. The depth of tube wells is varying in 300 feet to 1000 feet. On the basis of Geochemical & Stable Isotopic analyses of the soil, water and gas samples held at Geochemical Lab of KDM IPE, ONGC, Dehradun and National Geophysical Research Institute (NGRI) Hyderabad, it is remarkable to note that average values of rare gas helium contents varies from 0.34 % to 0.732 % along with the 72% to 99 % of methane and ethane, and minor amount of oxygen, nitrogen and CO2 gases in the hydrocarbon rich zone are recorded. In the west central part of the Vindhyan Basin around sagar area is characterized by the presence of the Helium along with hydrocarbon gas in Upper Sandstone rocks of Rewa group, which was overlain by the Deccan trap Basaltic lava flow, iot6 is acting as trap or cover rocks over theses gaseous sandstone.

The occurrence of the various inlier of the Vindhyan rocks are contain the Helium and hydrocarbon gases. In variably we do not get the gas during the mansoon period, after the mansson period, after Nov. every year there is leakages of both the gases coming from the tube wells. The part of the Vindhyan basin, which is not covered with the Deccan trap basalt, do not have any chances of storing these gases/rare gases. During the intrusion of the Dome structure of Jabera area in Damoh Distt, about 140km east of the study are, must be responsible for the generation of these gases by the fractionation under high temperature & pressure condition. These gases were formed in the later phase of folding in the Lower, Middle and Upper Vidhyan rocks. In the gently folded rocks around Sagar area also containing these gases. The stable Isotopic analysis suggests the stable isotope δ C13 value the values for the methane is - 43.6 per mil w. r. t. to - 54.9 per mil w.r.t. PDB and for the Ethane gas is --24.9 to --26.4 per mil w. r. t. PDB in the gas samples collected in the saturated sodium chloride solution in the glass bottles at various sites in Sagar & Damoh District.

The occurrence of rare helium gas in the Hydrocarbon rich zone is reported first time in Jan 2007 from the tube wells of Sagar Distt, which were geochemically and stable isotopically analyzed in the labs of KDMIPE Dehradun & NGRI Hyderabad. The gaseous hydrocarbon analysis shows the presence of moderate to low concentration of methane (C1) 1 to 104 ppb, Ethane(C2)-1 to 14 ppb, Propane(C3) 1 to 10 ppb, i- Butane (i C4) 1 to 9 ppb and n Butane (nC4) 1 to 8 ppb in the soil samples collected from different locations. The Isotopic composition of the hydrocarbon gases are governed by their source of characteristic. In case of the thermogenic gases the maturity of the parent kerogen at the time of gas generation also affect the isotopic composition of the gas. The migration does not appear to affect the isotopic signature of the hydrocarbon gases, although due to diffusion through imperfect seals in a reservoir, isotopically lighter 12C methane may preferentially escape leaving behind isotopically behavior gas in a reservoir. Biogenic and Thermogenic gas can be distinguished based on molecular and isotopic composition.

The Biogenic gases are depleted in higher hydrocarbon gas, like ethane, propane, butane etc. The methane is biogenic gas if the isotopic value of the δ C13 -55%. The helium gas in the Upper Sandstone of Rewa group of of rocks of the Vindhyan Super Groupare generated from thermal cracking of U238 (U238- Pb206 + He) and Kerogen. No mixing with any biogenic gas taken place after the generation of thermogenic gases. The Result of the soil gas and stable isotopic analysis of Ethane gas in these samples δ C13value are ranging from -24.9 per mill w.r.t. PDB and -26.9 per mill w.r.t. PDB are indicative that this gas is of thermogenic origin, which must have been formed at very high temperature & pressure condition in the deeper horizon of the Great Vindhyan sedimentary basin of late Proterozoic (> 600 m.y.) period


Thursday, September 1, 2022

Artificial Intelligence for Fashion Design - Juniper Publishers

 Fashion Technology & Textile Engineering - Juniper Publishers

Abstract

This article provides a brief review of the artificial intelligence use cases in fashion industry in general and for fashion design in particular. The main related cognitive technologies along with examples of their key application areas are specified. Finally, the standard fashion design workflow at the author’s design studio, as guided by the above technologies, is reviewed and discussed.

Keywords: Artificial intelligence; Cognitive technologies; Fashion design; Machine learning; Computer vision; Predictive analytics; Generative adversarial networks; Data analytics

Mini Review

Artificial intelligence (AI) and its related and/or derivative cognitive technologies including: machine learning (ML), natural language processing (NLP), predictive analytics (PA) and others are rapidly and progressively impacting all aspects of fashion practice, and fashion industry in general. From robotics in garment manufacturing to machine vision for smart mirrors, AI-derived and related technologies have revolutionized the relevant use cases broadly and drastically. The resulting effectiveness and efficiencies from these applications have in turn attracted more interest and motivation for their further use in other areas such as: virtual fashion assistants and stylists; trend analysis and forecasting; automated customer service and chatbots; etc. Among these applications, AI-driven generative fashion design based on generative adversarial networks (GANs) shows significant potential to complement and enhance the respective creative process [1-3]. Additionally, AI-guided predictive analytics supplemented by data analytics can provide critical input for and augment the related decision-making processes. As an example of this application, the AI-based fashion design process routinely used in practice is briefly reviewed and discussed in the following.

Figure 1 shows the four stages of fashion design workflow at Qiueue Research. The process starts with an exhaustive review and assessment of the design objectives statement (DOS) to ensure its synergy and alignment with the stakeholders’ purpose and plans. Essentially, the feedback from previous product rollouts combined with the company’s brand position and current competitive analysis define and determine the initial set of objectives. Once reviewed and evaluated, the preliminary DOS will be validated through the second stage of the workflow, that is, the key data analysis (KDA) step, which in turn consists of global style trends (GST), social media consensus (SMC) and relevant market insights (RMI) analyses all three carried out in parallel. The GST analysis, also known internally as “Mode Analysis,” as the title indicates ensures that the DOS is on-trend and it involves gathering and analyzing the information, which reflects the global style trends relevant to the subject product as featured by the established designers and design houses. The SMC analysis, aka “Media Analysis,” encompasses review and analysis of the relevant data from social media to confirm that the DOS is on-trend with the consumer as well. Finally, the RMI analysis, aka “Market Analysis,” is performed to verify that the DOS has the prospect of generating a high-value product. All three components of KDA are carried out using various commercially available AI-driven application programming interfaces (APIs) to seek, find and extract the required data online and with minimal operator intervention. Basically, APIs as computing interfaces, manage and execute the user’s requests among multiple software intermediaries. These new and innovative fashion-specific software tools feature efficiencies in data-gathering typically by an order of magnitude better than conventional processes.

Once the KDA step is completed, and the DOS is validated with the prospect of designing and developing a new and popular on-trend and high-value product, the design phase of the project, aka hybrid design development (HDD) is initiated. As shown in Figure 1, the GAN-based fashion design process comprises three steps of generative design synthesis (GDS) algorithmic design optimization (ADO), and hybrid design curation (HDC).

Current Trends in Fashion Technology & Textile Engineering

The GDS step in turn involves:

a. breaking down the structural and aesthetic elements of the popular designs identified in the previous KDA phase; and

b. synthesizing various designs using these elements.

This step is followed by ADO, in which the GDS designs are algorithmically optimized to feature the maximum number of combined popular aesthetic and structural attributes. Finally, the resulting designs are down-selected and curated by the designer and stakeholders to produce the qualified design for development and production. The above example clearly illustrates the significance of AI in all different aspects of background research data collection and utilization for fashion design including trend analysis; media analysis; and market analysis. It also shows the relevance and application of AI to various facets of the creative process itself.

Planned Abortion Post COVID-19 - Juniper Publishers

  Public Health - Juniper Publishers Abstract Reproductive health policies, focused on the decriminalization of abortion, have effects on th...