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Home > Molecular Modeling Strategies to Design Novel Inhibitors of Gat1

Molecular Modeling Strategies to Design Novel Inhibitors of Gat1

Thesis Info

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Author

Zafar, Sadia

Program

PhD

Institute

National University of Sciences & Technology

City

Islamabad

Province

Islamabad

Country

Pakistan

Thesis Completing Year

2019

Thesis Completion Status

Completed

Subject

Computational Science & Engineering

Language

English

Link

http://prr.hec.gov.pk/jspui/bitstream/123456789/11312/1/SadiaZafar_NUST_CS.pdf

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676726713071

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Human γ-Aminobutyric acid (GABA) transporters (hGATs) including GAT1-3, and betaine/GABA transporter 1 (BGT1) belong to the superfamily of Na+/Cl--dependent co-transporters. Among hGATs, malfunctioning of the hGAT1 during GABA reuptake process has been associated with several neurological disorders. Therefore, hGAT1 represents a promising drug target for the development of new drug candidates against neurological disorders particularly epilepsy. At present crystal structure of hGAT1 is not determined due to the unavailability of appropriate quantities of pure and stable transporter proteins. Also the order of binding of co-transport ions (Na+ and Cl-) in hGAT1 remained gloomy. Due to high structural and functional similarity among hGATs subtypes, only handful of compounds could meet the selectivity and affinity against hGAT1. Until very recent, Tiagabine represents the only hGAT1 selective marketed drug in the last four decades. However, Tiagabine therapy has been associated with certain side effects including sedation, tremor and ataxia. This necessitates to understand the molecular basis of interactions and transport mechanism of hGAT isoforms in general and hGAT1 in particular for further identification of hGAT1 modulators. Therefore, in this project, combined ligand and structure based in-silico strategies have been utilized to identify the key structural features of hGAT1 antagonists required to modulate the hGAT1 activity, binding pattern of substrate and inhibitors in built hGAT1 model, ion transport mechanism through hGAT1, and stereo-selectivity of Tiagabine in hGAT1 followed by structure based similarity search. 3D structural features of hGAT1 modulators were evaluated by GRIDIndependent Molecular Descriptor (GRIND) analysis using multiple binding conformations of structurally diverse classes of hGAT1 modulators. Our final GRIND model demonstrated that two hydrogen bond acceptors (N1-N1) at a mutual distance of 8.00-8.40 Å, one hydrogen bond donor (O) at a distance of 5.60-6.00 Å from a hydrogen bond acceptor (N1) and one hydrophobic (DRY) group at a distance of 10.40-10.80 Å from a hydrogen bond acceptor (N1) group within a chemical entity may play an important role in achieving high inhibitory potency and selectivity against hGAT1. Our structure activity Abstract 2 relationship (SAR) data elucidate the importance of COOH group within the core structure of the hGAT1 modulators. Overall, three orders of magnitude decrease in the biological activity has been observed in the compounds where COOH group was replaced with isoxazol ring. This was further strengthened by our docking results that illustrated the interaction of COOH and –NH group within the core structure of hGAT1 with amino acid residues G65, Y140 and F294, respectively. Current work also proposes the sequential order and role of co-transported ions during the translocation cycle of hGAT1 by molecular dynamics simulations (MD). It was observed that preloading of Na+ ion at the Na1 site in the hGAT1 binding pocket helped to maintain the open-to-out conformation of hGAT1 as compared to the Na2 site. In addition, Cl- ion preloading was found necessary for the translocation process to occur in eukaryotes. Overall, the fully loaded hGAT1 i.e., two Na+ ions, one Cl- ion and a GABA molecule provided the preferred preloaded state for the reuptake transport process in our proposed mechanistic cycle of hGAT1. Furthermore, interaction profiling of most stable binding conformation of Tiagabine stereoisomers during 100 ns MD simulation revealed that protonated -NH atom of Tiagabine in R-conformation and COOH group attached at the piperidine ring of Tiagabine in equatorial configuration provided maximum strength in terms of selectivity to block flipping of hGAT1 to open-to-in conformation with thiophene rings occupying their position in hydrophobic cavity of hGAT1. The selected Tiagabine enantiomer was used for structure based similarity search to identify potential modulators of hGAT1 showing overlapping interactions profile with Tiagabine. Overall, the project provides a rationale to design potential antagonists against hGAT1 for regulating the fast inhibitory neurotransmission across the CNS. It also provides a benchmark to computationally elucidate each of the reaction steps involved in the translocation of GABA along with the cotransported ions.
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مولانا عین القضاۃ

مولانا عین القضاۃ
(عبدالسلام ندوی)
موجودہ زمانہ میں جبکہ علمی اور عملی دونوں حیثیتوں سے تصوف کی صورت بالکل مسخ ہوچکی ہے، اس سلسلے کے مشہور بزرگ مولانا عین القضاۃ صاحب کی وفات مسلمانوں کے لیے ایک سخت قومی مصیبت ہے۔
مولانائے مرحوم، مولانا عبدالحئی صاحب کے فرنگی محلی کے ارشد تلامذہ میں تھے، وہ تحصیل علم سے فارغ ہونے کے بعد انھی کے زمانہ میں مصروف درس و تدریس ہوگئے تھے اس زمانہ میں انھوں نے درس نظامیہ کی مشہور و متداول کتاب یبذی پر ایک نہایت مبسوط حاشیہ بھی لکھا تھا، جس میں مولانا عبدالحئی صاحب کے طرز تحریر کی وضاحت اور جامعیت پائی جاتی ہے لیکن اس کے بعد حلقہ ارادت میں شامل ہوکر علم و عمل کا بہترین نمونہ بن گئے اور تمام عمر نہایت زہد و توکل کے ساتھ بسر کردی۔
ان کی زندگی ہمارے فقراء و صوفیہ کے لئے اس حیثیت سے نہایت سبق آموز ہے کہ انھوں نے یہ زاہدانہ طرز معاشرت فقروفاقہ سے مجبور ہوکر نہیں اختیار کیا تھا، بلکہ کئی ہزار روپیہ ماہوار کے صرف سے ایک عظیم لشان مدرسہ قرآنیہ جاری کررکھا تھا، اور اس کے مصارف وہ خود اپنی جیب خاص سے بالکل نامعلوم طریقہ پر ادا فرماتے تھے، اس کے علاوہ سال میں ایک بار تمام شہر کو عام دعوت دیتے تھے، جس کا سلسلہ صبح سے شام تک قائم رہتا تھا۔
اب بعض لوگوں نے ان کی سوانح عمری لکھنے کا ارادہ کیا ہے، اور ہمیں توقع ہے کہ یہ کتاب جلد سے جلد شائع ہوکر ہمارے فقراء اور صوفیہ کے لئے موجب بصیرت ہوگی۔ ( فروری ۱۹۲۵ء)

 

Future Career Anxiety and its relationship to academic achievement among educational diploma students at University of Nizwa in the Sultanate of Oman in light of the Corona pandemic

هدفت الدراسة التعرف على علاقة قلـق المُـسـتقبل الـمهـني بالتحصيل الدراسي لدى طلبة دبلوم التأهيل التربوي والملتحقين في الدراسة بجامعة نزوى في سلطنة عُمان في ظل جائحة كرونا، واستخدمت الدراسة المنهج الوصفي، كما استخدم مقـياس قلـق المُـسـتقبل الـمهـني في جمع البيانات والمعلومات وتم تطبيقه على عينة مكونة من (61) طالبة. وتوصلت نتائج الدراسة إلى أن المتوسط العام لمستوى القلق وفقا لمجالاته الخمسة جاءت بين المتوسط والمتدني، كما أظهرت النتائج عدم وجـود فـروق ذات دلالة إحـصائية بين استـجابات أفـراد عينة الدراسـة من طلبة دبلوم التأهيل التربوي لمستوى قلـق المُـسـتقبل الـمهـني في جميع المحاور تُعـزى لمتغير التـخصص (علوم إنسانية، علوم تطبيقية)، كما أن معاملات الارتباط بين معدل الطلبة في البكالوريوس وقلق المسـتقبل جاءت بمستوى ضعيف. وتوصلت الدراسة الى مجموعة من التوصيات والمقترحات المتعلقة بدور مركز الإرشاد الطلابي لخفض القلق لدى الطلبة، وكذلك دور أولياء الأمور لعدم الضغط على أولادهم في قضية التوظيف والمسـتقبل الوظيفي لهم

Creatine Monohydrate As a Neuroprotective Agent in Female Albino Mouse Following Neonatal Hapoxia Ischemia Encephalopathy

Female albino mice, on postnatal day 10, were subjected to left carotid artery ligation followed by 8% hypoxia for 25 minutes. During short term experiments three sensorimotor reflexes (Righting, Cliff Aversion and Negative geotaxis) were determined along with brain infarcts to demonstrate the effect of hypoxic-ischemic insult. During long term experiments, mice with and without hypoxic ischemic insult (HI and NO HI) were divided in to three treatments on the basis of diet supplementation (Normal rodent diet, 1% and 3% creatine supplemented diet) for 10 week following weaning on postnatal day 20. A battery of neurological tests was used to asses long term neurofunction (Rota rod, open field and Morris water maze) along with infarct measurement and determination of interleukin-6 and 18 in serum. During short term experiments mice subjected to hypoxia ischemia on postnatal day 10 exhibited poor sensorimotor reflexes 1 and 24 hour after brain injury. During long term experiment, it was observed that overall creatine supplementation in both HI and NO HI group improved neuromuscular performance but the affect was more pronounced in 3% creatine supplemented treatment. In open field, creatine supplementation enhanced locomotory and exploratory behaviour significantly in HI treated mice. During morris water maze it was observed that creatine supplementation improved spatial memory and enhanced swimming speed in both HI and NO HI groups. A significant affect of creatine supplementation in reducing infarct size was also observed. It was noticed that creatine supplementation helped in reducing IL-6 concentrations while no significant effect was observed on IL-18 concentrations in serum of female albino mice during long term experiment following hypoxic ischemic insult. Overall female albino mice supplemented with creatine monohydrate during neurological studies demonstrated better learning abilities and neuromuscular coordination and the affect was more pronounced in HI treated mice. It was also observed that the mice supplemented with 3% creatine diet performed better than mice on 1% creatine diet during series of neurological test batteries in both HI and NO HI group.