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Data Mining Driven Learning Apprentice System for Medical Billing Compliance

Thesis Info

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External Link

Author

Umair Abdullah

Program

PhD

Institute

Foundation University

City

Islamabad

Province

Islamabad

Country

Pakistan

Thesis Completing Year

2012

Thesis Completion Status

Completed

Subject

Applied Sciences

Language

English

Link

http://prr.hec.gov.pk/jspui/handle/123456789/438

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676725811209

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Due to the importance of Brevibacterium linens in the industrial production of enzymes, amino acids and vitamins, the vast majority of research carried out has focused on expression of extra cellular proteins and amino acid biosynthesis. Most research to date on B. linens has demonstrated that the physiological and metabolic activities of the bacterium are significantly strain dependent. The heterogeneity among different stains of B. linens has also been confirmed by studies of DNA-DNA homology and partial 16S rDNA sequence analysis. A large number of questions remain to be answered in many areas of the physiology, metabolism, genetics, and taxonomy of Brevibacterium linens DSM 20158. As far as we are aware, there has not yet been a report on the global analysis of cellular proteins associated with B. linens DSM 20158. It may be because of the unsequenced genome of this strain. However in the present study due to the establishment of the Brevibacterium linens BL2 shotgun genome sequence, we have focused on three aspects of this bacterium in order to understand the physiology and biochemistry of the organism as a whole (i) by optimizing production, purification and characterization of industrially important extra cellular enzymes such as alpha-amylase, protease, lipase and an important amino acid L-Lysine which this strain produces naturally, (ii) by isolation, purification and characterization of respiratory chain complexes (iii) by charting the cellular and extra cellular proteome analysis of Brevibacterium linens DSM 20158 which lacks a sequenced genome by mass spectrometry-driven sequence similarity searches. One factor optimization is time consuming, laborious and does not give information about interactions between various fermentation variables. Therefore, we used a statistical approach to optimize factors that influence the production of extra cellular enzymes and amino acids. We used solid state fermentation due to its preference over submerged fermentation. Various cultivation parameters were optimized using a statistical approach to improve the alpha amylase, protease, lipase and L-lysine yield by Brevibacterium linens DSM 20158. The Plackett-Burman design was used to screen the fermentation variables followed by the optimization of significant parameters by response surface CCD in each case. Using the optimal factors, alpha amylase and protease yield was found to be twofold higher than that obtained in the unoptimized reference medium whereas lipase and L-lysine production was also found to be improved by using statistical IAbstract approach. The closeness of optimized values to experimental values proved the validity of the statistical model. B.linens was found to have a branched electron transport chain (Respiratory chain), in which electrons can enter the respiratory chain either at NADH (complex I) or at complex II level. In the present study, we were able to isolate and purify the complex-II (succinate dehydrogenase), complex III (menaquinole cytochrome c reductase cytochrome c subunit, complex IV (cytochrome c oxidase) and complex V (ATP synthase) of the plasma membrane of Brevibacterium linens strain DSM 20158. Oxidized, reduced and pyridine ferrohemochrome spectra of membrane-bound complex-II, III and IV of this bacterium showed the presence of cytochrome b, cytochrome c and cytochrome aa3 respectively which were further confirmed by the heme staining. The complex II isolated from Brevibacterium linens strain DSM 20158 seems to contain three subunits of 64.8-, 30- and 12- kDa. The enzymatic activity of succinate dehydrogenase showed that it is highly active in this microorganism. The complex III, also known as Menaquinol- cytochrome c reductase cytochrome c subunit, was identified with a single band of about 26 kDa. The complex IV (cytochrome c oxidase) was seen to be composed of two subunits at 62.8-, 32- kDa and was further confirmed by its enzymatic activity. The Complex V (F 1 F o -ATP synthase), essential for ATP generation by oxidative phosphorylation, is isolated, purified and appears to be biphasic in nature during its kinetic studies. Brevibacterium linens DSM 20158 is an industrially important actinobacterium, but the lack of a genome sequence limits the applicability of conventional protein identification methods to the proteome of this bacterium. Although a shotgun genome sequence for the BL2 strain of this microbe, it does not cover the entire scope of its proteome. This study has established the first comprehensive proteomic reference map of B. linens DSM 20158. The present study is carried out first by identification of proteins by homology database MASCOT followed by the advanced approach of de novo genome sequence assembly and MS BLAST to drive the expanding B. linens scope of proteomics. This study will help to enhance the usability of this strain of B. linens in different areas of research in future rather in food industries only.
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کبھی نگاہوں کی چلمنوں سے نہ راز کہنا، فضا سے کہنا

کبھی نگاہوں کی چلمنوں سے نہ راز کہنا، فضا سے کہنا
غمِ جہاں کو تو زندگی بھر پڑے گا سہنا، فضا سے کہنا

رفاقتوں کا ہے دعویٰ تم کو تو اپنے دعوے کی لاج رکھنا
زماں، مکاں کی حدوں سے آگے بھی ساتھ رہنا، فضا سے کہنا

قدم قدم پر ہے خطرۂ جاں، وہ عزم اپنا بلند رکھے
یہ عشق دریا ہے اس کی فطرت ہے الٹا بہنا، فضا سے کہنا

وہ شوخ آنکھیں غزال جن پہ ہیں صدقے واری، مَیں کیوں نہ واروں
یہ چاند، بادل، دھنک، بہاریں، یہ حسن گہنا، فضا سے کہنا

گلوں نے کلیوں نے کترے دامن، قزح بھی آنکھیں چھپا رہی ہے
یہ نازکی کا لباس تم نے غضب ہے پہنا، فضا سے کہنا

Perceptions of Sindhi Muslims Towards Exogamous Marriages: An Exploratory Study

It has been said that exogamous marriages tend to lead to language shift (Igboanus & Wolf, 2009 & Dumanig, David & Shanmuganathan, 2013). In an early study Gal (1978) found that Hungarian women marrying German men in the city of Oberwat had shifted to German to negate their peasant Hungarian ancestry and to move up the socio-economic ladder. Similarly, David and Dealwis (2011) found in their study of Malaysian Sindhi Hindus that exogamous marriages tend to lead to language shift but is not the only reason for the shift away from the heritage language. Therefore, before mixed marriages take place one should study perceptions of the speech community towards such marriages. In this exploratory study, the perceptions of Sindhi Muslims-men and women and from different socio-economic groups towards exogamous marriages are studied. With this objective, semi-structured interviews were conducted with ten Sindhi Muslim participants (four male adults and six female adults) who live in Karachi. The interviews were recorded, transcribed, coded and themes were generated after formal consent was obtained. The findings show that language choice in the home domain is shifting because of intercultural marriages. Also, such marriages are frequent among Sindhi community members with a high socio-economic status who live in cities. Gender plays an equal role too, as the women respondents showed mixed responses towards exogamous marriages while the male respondents had a more positive perception. Such views and perceptions may affect choice of marital partners and language choice in the home domain.

Synthesis of Quaternary Ammonium Based New Analgesic, Anti- Inflammatory and Antipyretic Drugs

The carboxylic acid group (-COOH) present in most commercial NSAIDs is thought to be partly responsible for the gastric toxicity associated with the long-term administration of these compounds. The goal of the present research was to determine if new NSAID derivatives devoid of acidic moieties would retain the anti- inflammatory activity while exerting a lower degree of gastric toxicity compared to the corresponding parent NSAID. In this regard, we replaced the carboxylic acid group in aspirin, ibuprofen, flurbiprofen, and naproxen with a series of quaternary ammonium moieties, and the resulting water-soluble NSAID derivatives were tested for anti-inflammatory and ulcerogenic activity in vivo. Results of our investigation showed that replacement of quaternary ammonium moieties for the carboxylic acid group present in NSAIDs, yielded potent anti-inflammatory molecules without stomach ulceration when administered orally to rats. Among the new compounds, N- (2-hydroxyethyl)-2-(6-methoxynaphthalen-2-yl)propan-1-aminium chloride (a naproxen derivative) was the most potent anti-inflammatory agent (65.28% inhibition of inflammation at 6.4 mg/kg); however, unlike the reference compound naproxen (ulcer index = 108.7), N-(2-hydroxyethyl)-2-(6-methoxynaphthalen-2-yl)propan-1- aminium chloride did not produced gastric ulcers (Ulcer index = 0) when administered orally at equimolar doses (0.17mmol). These results suggest that the carboxylic acid group present in commercial 2-phenylpropionic acid NSAIDs is not an essential requirement for anti-inflammatory activity in vivo, and offers a new concept in drug design by using water-soluble ammonium moieties instead. Derivatives of salicylic acid were screened for analgesic, anti-inflammatory and antipyretic activities, and acute toxicity. The result of this study indicated that these compounds possess dose dependent statistically significant analgesic, anti- inflammatory and antipyretic properties, compared to aspirin, without causing gastric ulceration and acute toxicity.