Pollutants in Organic Chemistry and Medicinal Chemistry Education Laboratory. Experimental and Machine Learning Studies.

Abstract:

AIMS:Computational modelling may help us to detect the more important factors governing this process in order to optimize it. BACKGROUND:The generation of hazardous organic waste in teaching and research laboratories poses a big problem that universities have to manage. METHODS:In this work, we report on the experimental measurement of waste generation on the chemical education laboratories within our department. We measured the waste generated in the teaching laboratories of the Organic Chemistry Department II (UPV/EHU), in the second semester of the 2017/2018 academic year. Likewise, to know the anthropogenic and social factors related to the generation of waste, a questionnaire has been utilized. We focused on all students of Experimentation in Organic Chemistry (EOC) and Organic Chemistry II (OC2) subjects. It helped us to know their prior knowledge about waste, awareness of the problem of separate organic waste and the correct use of the containers. These results, together with the volumetric data, have been analyzed with statistical analysis software. We obtained two Perturbation-Theory Machine Learning (PTML) models including chemical, operational, and academic factors. The dataset analyzed included 6050 cases of laboratory practices vs. practices of reference. RESULTS:These models predict the values of acetone waste with R2 = 0.88 and non-halogenated waste with R2 = 0.91. CONCLUSION:This work opens a new gate to the implementation of more sustainable techniques and a circular economy with the aim of improving the quality of university education processes.

journal_name

Curr Top Med Chem

authors

Montes-Bageneta I,Akesolo U,López S,Merino M,Anakabe E,Arrasate S

doi

10.2174/1568026620666200211110043

subject

Has Abstract

pub_date

2020-01-01 00:00:00

pages

720-730

issue

9

eissn

1568-0266

issn

1873-4294

pii

CTMC-EPUB-104382

journal_volume

20

pub_type

杂志文章
  • Farnesyl protein transferase inhibitor ZARNESTRA R115777 - history of a discovery.

    abstract::R115777 (R)-6-amino[(4-chlorophenyl)(1-methyl-1H-imidazol-5-yl)methyl]-4-(3-chlorophenyl)-1-methyl-2(1H)-quinolinone is a potent and selective inhibitor of farnesyl protein transferase with significant antitumor effects in vivo subsequent to oral administration in mice. Taking its roots into Janssen's ketoconazole and...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026033452050

    authors: Venet M,End D,Angibaud P

    更新日期:2003-01-01 00:00:00

  • G Protein Coupled Receptors And Structure-Based Advances.

    abstract::G protein coupled receptors (GPCRs) are membrane proteins coupled with G proteins through which they transmit signals to the cytoplasm. Approximately 30% of pharmaceuticals target these receptors, even though crystal structures were scarce at the time. Furthermore, an additional 15% of GPCRs have yet to be exploited f...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026615666150915121324

    authors: Kontoyianni M

    更新日期:2016-01-01 00:00:00

  • NMR methods for the determination of protein-ligand dissociation constants.

    abstract::This article is a review with 83 references of the application of NMR to the measurement of the dissociation constants of protein-ligand complexes. After briefly discussing some general concepts of molecular stability, the text turns to consider which NMR parameters are reporters of complex formation. The available da...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026033392705

    authors: Fielding L

    更新日期:2003-01-01 00:00:00

  • Elucidating Treatment of Alzheimer's Disease via Different Receptors.

    abstract::Alzheimer's disease (AD) is an irreversible multifaceted neurodegenerative disorder that gradually degrades neuronal cells. Presently, it is the most common reason for the memory loss and dementia in older individuals. It is patho-physiologically described by extracellular amyloid beta (Aβ) deposition, intracellular n...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026617666170103163715

    authors: Ul Islam B,Khan MS,Jabir NR,Kamal MA,Tabrez S

    更新日期:2017-01-01 00:00:00

  • Ubiquitination in Rho signaling.

    abstract::The Rho family small GTPases of the Ras superfamily play key roles in regulating diverse signaling pathways that control a myriad of fundamental cellular processes such as cytoskeletal dynamics, cell cycle progression, gene expression, cell polarity, migration and cell transformation. The Rho GTPases cycle between an ...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/156802611798281357

    authors: Ding F,Yin Z,Wang HR

    更新日期:2011-12-01 00:00:00

  • Metformin - The Drug for the Treatment of Autoimmune Diseases; A New Use of a Known Anti-Diabetic Drug.

    abstract::Autoimmune diseases are characterized by the production of autoantibodies directed against specific organs of own organism. Additional common traits of autoimmune diseases are chronic inflammation due to generation of inflammatory mediators, and disorders of redox processes. The pathogenesis of autoimmune diseases is ...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026616666160216152324

    authors: Tomczynska M,Bijak M,Saluk J

    更新日期:2016-01-01 00:00:00

  • Proteases in Mosquito Borne Diseases: New Avenues in Drug Development.

    abstract:INTRODUCTION:Mosquito borne diseases continue to propagate and cause millions of deaths annually. They are caused either by protozoan parasites such as Plasmodium, Toxoplasma or by flaviviruses including Dengue and Zika. Among the proteome of such parasitic organisms, proteases play essential roles in events such as ho...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026617666170130122231

    authors: Pant A,Pasupureddy R,Pande V,Seshadri S,Dixit R,Pandey KC

    更新日期:2017-01-01 00:00:00

  • Dipeptide inhibitors of thermolysin and angiotensin I-converting enzyme.

    abstract::Thermolysin (TLN) and other thermolysin-like zinc metalloproteinases (TLPs),are important virulence factors for pathogenesis of bacterial infections by suppressing the innate immune system of the host. Therapeutic inhibition ofTLPs is believed to be a novel strategy inthe development of a new generation antibiotics.In...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章

    doi:10.2174/156802612803989246

    authors: Khan MT,Dedachi K,Matsui T,Kurita N,Borgatti M,Gambari R,Sylte I

    更新日期:2012-01-01 00:00:00

  • Dopamine transporter ligands: recent developments and therapeutic potential.

    abstract::The dopamine transporter (DAT) is a target for the development of pharmacotherapies for a number of central disorders including Parkinson's disease, Alzheimer's disease, schizophrenia, Tourette's syndrome, Lesch-Nyhan disease, attention deficit hyperactivity disorder (ADHD), obesity, depression, and stimulant abuse as...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/156802606778249775

    authors: Runyon SP,Carroll FI

    更新日期:2006-01-01 00:00:00

  • General theory for multiple input-output perturbations in complex molecular systems. 1. Linear QSPR electronegativity models in physical, organic, and medicinal chemistry.

    abstract::In general perturbation methods starts with a known exact solution of a problem and add "small" variation terms in order to approach to a solution for a related problem without known exact solution. Perturbation theory has been widely used in almost all areas of science. Bhor's quantum model, Heisenberg's matrix mecha...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026611313140011

    authors: González-Díaz H,Arrasate S,Gómez-SanJuan A,Sotomayor N,Lete E,Besada-Porto L,Ruso JM

    更新日期:2013-01-01 00:00:00

  • The Importance of Bioactivation in Computer-Guided Drug Repositioning. Why the Parent Drug is Not Always Enough.

    abstract::Although bioactivation is a well-documented process and the role of active metabolites in the drug discovery field has long been recognized, drug metabolites are usually ignored in virtual screening campaigns oriented to drug repositioning. The present article discusses different issues related to overlooking of the a...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026616666160216155043

    authors: Talevi A

    更新日期:2016-01-01 00:00:00

  • A Comprehensive Review of the Genus Pyrola Herbs in Traditional Uses, Phytochemistry and Pharmacological Activities.

    abstract::Pyrola (Pyrolaceae), also known as Luxiancao/in China, was recorded in Sheng Nong's Herbal Classic listed in top grade. Pyrola herbs were used as medicinal plants for a long history with wide-ranging activities such as nourishing kidney-yang, strengthening muscles and bones, activating blood, stopping bleeding, dispel...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026619666191203112412

    authors: Yang X,She J,Liu J,Yang T,An G,Chen Q,Fan C,Li S,Liu Q,Qian C,Liu Y,Zhou Y,Zhao J

    更新日期:2020-01-01 00:00:00

  • Computational Study of Nanosized Drug Delivery from Cyclodextrins, Crown Ethers and Hyaluronan in Pharmaceutical Formulations.

    abstract::The problem in this work is the computational characterization of cyclodextrins, crown ethers and hyaluronan (HA) as hosts of inclusion complexes for nanosized drug delivery vehicles in pharmaceutical formulations. The difficulty is addressed through a computational study of some thermodynamic, geometric and topologic...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章

    doi:10.2174/1568026615666150506145619

    authors: Torrens F,Castellano G

    更新日期:2015-01-01 00:00:00

  • Melanocortin receptors, melanotropic peptides and penile erection.

    abstract::Penile erection is a complex physiologic event resulting from the interactions of the nervous system on a highly specialized vascular organ. Activation of central nervous system melanocortinergic (MC) receptors with either endogenous or synthetic melanotropic ligands may initiate and/or facilitate spontaneous penile e...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章

    doi:

    authors: King SH,Mayorov AV,Balse-Srinivasan P,Hruby VJ,Vanderah TW,Wessells H

    更新日期:2007-01-01 00:00:00

  • Development of Crystalline Cellulosic Fibres for Sustained Release of Drug.

    abstract::Natural quinoline alkaloid camptothecin (CPT) is used for the treatment of colon, lung, breast and ovarian cancers still facing challenges due to low solubility in aqueous and biological fluids. Its lactone form easily converts into a toxic carboxylic form at slightly basic pH, typical in blood and tissue fluid has ra...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章

    doi:10.2174/1568026616666160215160426

    authors: Mishra D,Yadav V,Khare P,Jyotshna,Das MR,Meena A,Shanker K

    更新日期:2016-01-01 00:00:00

  • Insights into Aβ aggregation: a molecular dynamics perspective.

    abstract::This article reviews recent molecular dynamics simulations of the Alzheimer's amyloid-β protein, the primary component of the amyloid plaques found in the brain of Alzheimer's patients. Different simulation techniques, and their application to the study of monomeric, oligomeric, and fibrillar species is discussed. Thi...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026611212220012

    authors: Shea JE,Urbanc B

    更新日期:2012-01-01 00:00:00

  • Hybrid Compounds as Multitarget Directed Anticancer Agents.

    abstract::Cancer is a multifactorial disease including interactions of complex genetic and environmental factors. Clinical efficacy of anticancer chemotherapies is hampered by various factors including multidrug resistance (MDR). There is a strong need to discover more potent novel cancer drugs to kill cancer cells selectively....

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026616666160927155515

    authors: Kucuksayan E,Ozben T

    更新日期:2017-01-01 00:00:00

  • Tuning HERG out: antitarget QSAR models for drug development.

    abstract::Several non-cardiovascular drugs have been withdrawn from the market due to their inhibition of hERG K+ channels that can potentially lead to severe heart arrhythmia and death. As hERG safety testing is a mandatory FDArequired procedure, there is a considerable interest for developing predictive computational tools to...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章

    doi:10.2174/1568026614666140506124442

    authors: Braga RC,Alves VM,Silva MF,Muratov E,Fourches D,Tropsha A,Andrade CH

    更新日期:2014-01-01 00:00:00

  • Chemistry and Biology of Farnesol and its Derivatives: Quorum Sensing Molecules with Immense Therapeutic Potential.

    abstract:BACKGROUND:Farnesol is an acyclic sesquiterpene alcohol, endogenously synthesized via the ergosterol pathway. It is a quorum sensing molecule (QSM) that was first discovered in C. albicans, and is involved in the inhibition of hyphae formation. METHODS:This review focuses on the comprehensive details of occurrence, ch...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026619666181210124159

    authors: Gupta P,Sharma M,Arora N,Pruthi V,Poluri KM

    更新日期:2018-01-01 00:00:00

  • In silico machine learning methods in drug development.

    abstract::Machine learning (ML) computational methods for predicting compounds with pharmacological activity, specific pharmacodynamic and ADMET (absorption, distribution, metabolism, excretion and toxicity) properties are being increasingly applied in drug discovery and evaluation. Recently, machine learning techniques such as...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章

    doi:10.2174/1568026614666140929124203

    authors: Dobchev DA,Pillai GG,Karelson M

    更新日期:2014-01-01 00:00:00

  • Kirsten Rat Sarcoma Viral Oncogene Homologue (KRAS) Mutations in the Occurrence and Treatment of Pancreatic Cancer.

    abstract::Pancreatic cancer is a highly malignant tumor with a 5-year survival rate of less than 6%, and incidence increasing year by year globally. Pancreatic cancer has a poor prognosis and a high recurrence rate, almost the same as the death rate. However, the available effective prevention and treatment measures for pancrea...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026619666190828160804

    authors: Zhu Z,Xiao S,Hao H,Hou Q,Fu X

    更新日期:2019-01-01 00:00:00

  • PLA2 mediated arachidonate free radicals: PLA2 inhibition and neutralization of free radicals by anti-oxidants--a new role as anti-inflammatory molecule.

    abstract::PLA2 enzyme catalyses the hydrolysis of cellular phospholipids at the sn-2 position to liberate arachidonic acid and lysophospholipid to generate a family of pro-inflammatory eicosanoids and platelet activating factor. The generation of pro-inflammatory eicosanoids involves a series of free radical intermediates with ...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/156802607780487623

    authors: Nanda BL,Nataraju A,Rajesh R,Rangappa KS,Shekar MA,Vishwanath BS

    更新日期:2007-01-01 00:00:00

  • The impact of computer science in molecular medicine: enabling high-throughput research.

    abstract::The Human Genome Project and the explosion of high-throughput data have transformed the areas of molecular and personalized medicine, which are producing a wide range of studies and experimental results and providing new insights for developing medical applications. Research in many interdisciplinary fields is resulti...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026611313050002

    authors: de la Iglesia D,García-Remesal M,de la Calle G,Kulikowski C,Sanz F,Maojo V

    更新日期:2013-01-01 00:00:00

  • Pharmacophore modeling for antitargets.

    abstract::The pharmacophore modeling in modern drug research has been applied for both bioactivity profiling and early stage of risk assessment of potential side effects and toxicity due to interactions of drug candidates with antitargets namely P-glycoprotein, hERG, cytochrome P450 and pregnane X-receptor. In this article, an ...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026611313090004

    authors: Thai KM,Ngo TD,Tran TD,Le MT

    更新日期:2013-01-01 00:00:00

  • The IC(50) concept revisited.

    abstract::A major strategy used in drug design is the inhibition of enzyme activity. The ability to accurately measure the concentration of the inhibitor which is required to inhibit a given biological or biochemical function by half is extremely important in ranking compounds. Since the concept of the half maximal inhibitory c...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/156802612800672844

    authors: Caldwell GW,Yan Z,Lang W,Masucci JA

    更新日期:2012-01-01 00:00:00

  • Synthetic sphingosine 1-phosphate receptor modulators--opportunities and potential pitfalls.

    abstract::Sphingosine 1-phosphate (S1P) evokes a plethora of physiological responses by stimulating members of a G protein-coupled receptor family, known as S1P receptors. Currently five different mammalian S1P receptor subtypes, S1P₁₋₅, each with a different cellular expression pattern, were identified. The S1P₁ receptor in pa...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026611109060726

    authors: Bolli MH,Lescop C,Nayler O

    更新日期:2011-01-01 00:00:00

  • Aptamers overview: selection, features and applications.

    abstract::Apatamer technology has been around for a quarter of a century and the field had matured enough to start seeing real applications, especially in the medical field. Since their discovery, aptamers rapidly emerged as key players in many fields, such as diagnostics, drug discovery, food science, drug delivery and therape...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026615666150413153717

    authors: Hernandez LI,Machado I,Schafer T,Hernandez FJ

    更新日期:2015-01-01 00:00:00

  • 4-aminoquinoline based molecular hybrids as antimalarials: an overview.

    abstract::In recent times, the novel concept of generating hybrid molecules by pharmacophoric hybridisation approach is fast becoming an alternative to other existing strategies of drug development. These hybrids also known as 'dual drugs' or 'double drugs' are especially found to be effective in overcoming drug resistance prob...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026614666140808125728

    authors: Manohar S,Tripathi M,Rawat DS

    更新日期:2014-01-01 00:00:00

  • CYP17A1: a biochemistry, chemistry, and clinical review.

    abstract::Cytochrome P450 17A1 (CYP17A1; also P450c17and P450sccII) is a critically important enzyme in humans that catalyzes the formation of all endogenous androgens. It is an atypical cytochrome P450 enzyme in that it catalyzes two distinct types of substrate oxidation. Through its hydroxylase activity, it catalyzes the 17α-...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/1568026611313120002

    authors: Porubek D

    更新日期:2013-01-01 00:00:00

  • Lead optimization of melanin concentrating hormone receptor 1 antagonists with low hERG channel activity.

    abstract::The discovery of small molecule melanin concentrating hormone receptor (MHCr1) antagonists as novel therapeutic agents has been widely pursued across the pharmaceutical industry. While multiple chemotypes of small molecule MCHr1 antagonists have been identified and shown to induce weight loss in rodent models of obesi...

    journal_title:Current topics in medicinal chemistry

    pub_type: 杂志文章,评审

    doi:10.2174/156802608785700052

    authors: Judd AS,Souers AJ,Kym PR

    更新日期:2008-01-01 00:00:00