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1.
Journal of Clinical & Aesthetic Dermatology ; 16(4):21-25, 2023.
Article in English | Academic Search Complete | ID: covidwho-2284664

ABSTRACT

BACKGROUND: The COVID-19 pandemic has shifted healthcare from physical in-person patient visits to teleconsultations in order to curtail the spread of this virus. Dermatology, being a visual science, lends itself amenably to teleconsultation. OBJECTIVE: This study was performed to assess the basic dermatological diseases which are more easily diagnosable and managed through teleconsultation, distinguishing them from diseases for which a face-to-face consultation may be a better option and to delineate the factors affecting the image quality which is the cornerstone of a teledermatology consultation. METHODS: A retrospective observational study was conducted over a three-month period during the pandemic. Store and forward, video conferencing, and hybrid consultations were included. Two dermatologists of different clinical experience independently assessed the clinical photographs of the patients and gave each photograph an objective score (Physician Quality Rating Scale) and a diagnosis. The diagnostic concordance between the two dermatologists as well as the correlation of this score with the certainty of diagnosis was calculated. RESULTS: A total of 651 patients completed the study. Mean PQRS score of Dermatologist 1 was 6.22 while the mean score of Dermatologist 2 was 6.24. Patients in whom both the dermatologists were absolutely certain about their diagnosis had a higher PQRS score and interestingly had a higher education level than the rest. There was 97.7 percent diagnostic concordance between the two dermatologists. Infections, acne, follicular disorders, pigmentary disorders, tumors, and STDs had the largest proportion of cases wherein both the dermatologists were in total agreement with each other. CONCLUSION: Teledermatology might be best for the care of patients with characteristic clinical presentation or for follow-up of already diagnosed patients. It can be used in the post-COVID era to triage patients requiring emergency care and reduce patient wait times. [ABSTRACT FROM AUTHOR] Copyright of Journal of Clinical & Aesthetic Dermatology is the property of Matrix Medical Communications, LLC and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

3.
Berg, Hannes, Wirtz Martin, Maria A.; Altincekic, Nadide, Islam, Alshamleh, Bains, Jasleen Kaur, Blechar, Julius, Ceylan, Betül, de Jesus, Vanessa, Karthikeyan, Dhamotharan, Fuks, Christin, Gande, Santosh L.; Hargittay, Bruno, Hohmann, Katharina F.; Hutchison, Marie T.; Korn, Sophie Marianne, Krishnathas, Robin, Kutz, Felicitas, Linhard, Verena, Matzel, Tobias, Meiser, Nathalie, Niesteruk, Anna, Pyper, Dennis J.; Schulte, Linda, Trucks, Sven, Azzaoui, Kamal, Blommers, Marcel J. J.; Gadiya, Yojana, Karki, Reagon, Zaliani, Andrea, Gribbon, Philip, Marcius da Silva, Almeida, Cristiane Dinis, Anobom, Bula, Anna L.; Bütikofer, Matthias, Caruso, Ícaro Putinhon, Felli, Isabella Caterina, Da Poian, Andrea T.; Gisele Cardoso de, Amorim, Fourkiotis, Nikolaos K.; Gallo, Angelo, Ghosh, Dhiman, Francisco, Gomes‐Neto, Gorbatyuk, Oksana, Hao, Bing, Kurauskas, Vilius, Lecoq, Lauriane, Li, Yunfeng, Nathane Cunha, Mebus‐Antunes, Mompeán, Miguel, Thais Cristtina, Neves‐Martins, Martí, Ninot‐Pedrosa, Pinheiro, Anderson S.; Pontoriero, Letizia, Pustovalova, Yulia, Riek, Roland, Robertson, Angus J.; Abi Saad, Marie Jose, Treviño, Miguel Á, Tsika, Aikaterini C.; Almeida, Fabio C. L.; Bax, Ad, Katherine, Henzler‐Wildman, Hoch, Jeffrey C.; Jaudzems, Kristaps, Laurents, Douglas V.; Orts, Julien, Pierattelli, Roberta, Spyroulias, Georgios A.; Elke, Duchardt‐Ferner, Ferner, Jan, Fürtig, Boris, Hengesbach, Martin, Löhr, Frank, Qureshi, Nusrat, Richter, Christian, Saxena, Krishna, Schlundt, Andreas, Sreeramulu, Sridhar, Wacker, Anna, Weigand, Julia E.; Julia, Wirmer‐Bartoschek, Wöhnert, Jens, Schwalbe, Harald.
Angewandte Chemie ; 134(46), 2022.
Article in English | ProQuest Central | ID: covidwho-2103465

ABSTRACT

SARS‐CoV‐2 (SCoV2) and its variants of concern pose serious challenges to the public health. The variants increased challenges to vaccines, thus necessitating for development of new intervention strategies including anti‐virals. Within the international Covid19‐NMR consortium, we have identified binders targeting the RNA genome of SCoV2. We established protocols for the production and NMR characterization of more than 80 % of all SCoV2 proteins. Here, we performed an NMR screening using a fragment library for binding to 25 SCoV2 proteins and identified hits also against previously unexplored SCoV2 proteins. Computational mapping was used to predict binding sites and identify functional moieties (chemotypes) of the ligands occupying these pockets. Striking consensus was observed between NMR‐detected binding sites of the main protease and the computational procedure. Our investigation provides novel structural and chemical space for structure‐based drug design against the SCoV2 proteome.

4.
Indian journal of psychiatry ; 64(Suppl 3):S566-S566, 2022.
Article in English | EuropePMC | ID: covidwho-1871682

ABSTRACT

BACKGROUND: As a result of rising Covid cases in India, Nationwide Lockdown was implemented from March 22, 2020, followed by second wave leading to phase 2 of lockdown. Prolonged Work from home and its impact on mental health needs to be evaluated AIM: This study is to analyse the effect of work from home on the mental health of the people in comparison to the regular office goers (bank employees) during the covid 19 pandemic. OBJECTIVES: To study the proportion of subjects having depression, their general wellbeing and to evaluate the burnout and exhaustion between two groups. METHODOLOGY: Cross sectional study The participants taking part in this survey will be selected randomly (snowball sampling) through phone, email or in person. 3. Criteria: Inclusion : 1. Indian resident employed in work from home setup for more than 6 months. Exclusion : 1. Employees working at home but visiting their office on/off basis. 2.Consent not given. Parallelly, a Control sample taken of the participants who did not work from home (bankers) . Research tools: BECK DEPRESSION SCALE BURNOUT INDEX WHO WELLBEING SCALE: RESULT: The study reveals that employees working from home had higher percentage of Burnout, depressive symptoms and decreased well being as compared to regular office goers. CONCLUSION: It is surprising that apart from the benefits from working from home, it has negative repercussions on the mental health of the employees.

5.
Biomol NMR Assign ; 16(1): 17-25, 2022 04.
Article in English | MEDLINE | ID: covidwho-1827073

ABSTRACT

The ongoing pandemic of the respiratory disease COVID-19 is caused by the SARS-CoV-2 (SCoV2) virus. SCoV2 is a member of the Betacoronavirus genus. The 30 kb positive sense, single stranded RNA genome of SCoV2 features 5'- and 3'-genomic ends that are highly conserved among Betacoronaviruses. These genomic ends contain structured cis-acting RNA elements, which are involved in the regulation of viral replication and translation. Structural information about these potential antiviral drug targets supports the development of novel classes of therapeutics against COVID-19. The highly conserved branched stem-loop 5 (SL5) found within the 5'-untranslated region (5'-UTR) consists of a basal stem and three stem-loops, namely SL5a, SL5b and SL5c. Both, SL5a and SL5b feature a 5'-UUUCGU-3' hexaloop that is also found among Alphacoronaviruses. Here, we report the extensive 1H, 13C and 15N resonance assignment of the 37 nucleotides (nts) long sequence spanning SL5b and SL5c (SL5b + c), as basis for further in-depth structural studies by solution NMR spectroscopy.


Subject(s)
COVID-19 , SARS-CoV-2 , 5' Untranslated Regions , Humans , Magnetic Resonance Spectroscopy , Nuclear Magnetic Resonance, Biomolecular
6.
Journal of Advanced Medical and Dental Sciences Research ; 10(2):48-54, 2022.
Article in English | ProQuest Central | ID: covidwho-1708400

ABSTRACT

Aim: The Assessment of Anxiety Levels of the Orthodontists about COVID-19 Pandemic. Materials and methods: This survey research was carried out, A web-based questionnaire was prepared by using Google form, which is an online survey tool and sent through e-mail to the registered orthodontist in India. The data received within the first 10 days after the questions were sent via e-mail were included in this study. A total of 210 orthodontists attended the survey;however, only 200 of them were included in this study. Ten people who left unanswered questions were excluded from the study. Results: The participants tended to be mostly female (77%), and (23%) were males. Regarding PPE, medical mask and medical gloves were re- ported to be used mostly before the COVID-19 outbreak by the orthodontists (n=187 and n=195, respectively);however, N95 or equivalent mask (n=150), goggles (n=127), face shield (n=182), cap (n=164), and gown (n=178) were reported to be used additionally during the COVID-19 outbreak. Conclusion: Most of the orthodontists are aware of COVID-19 symptoms and transmission routes. They treat only emergency cases and take recommended transmission-based precautions according to the current guidelines and research.

7.
Biomol NMR Assign ; 15(2): 467-474, 2021 10.
Article in English | MEDLINE | ID: covidwho-1442185

ABSTRACT

The stem-loop (SL1) is the 5'-terminal structural element within the single-stranded SARS-CoV-2 RNA genome. It is formed by nucleotides 7-33 and consists of two short helical segments interrupted by an asymmetric internal loop. This architecture is conserved among Betacoronaviruses. SL1 is present in genomic SARS-CoV-2 RNA as well as in all subgenomic mRNA species produced by the virus during replication, thus representing a ubiquitous cis-regulatory RNA with potential functions at all stages of the viral life cycle. We present here the 1H, 13C and 15N chemical shift assignment of the 29 nucleotides-RNA construct 5_SL1, which denotes the native 27mer SL1 stabilized by an additional terminal G-C base-pair.


Subject(s)
5' Untranslated Regions , Nuclear Magnetic Resonance, Biomolecular , SARS-CoV-2/genetics , Nucleic Acid Conformation , RNA, Spliced Leader
8.
Biomol NMR Assign ; 15(2): 335-340, 2021 10.
Article in English | MEDLINE | ID: covidwho-1442184

ABSTRACT

The SARS-CoV-2 virus is the cause of the respiratory disease COVID-19. As of today, therapeutic interventions in severe COVID-19 cases are still not available as no effective therapeutics have been developed so far. Despite the ongoing development of a number of effective vaccines, therapeutics to fight the disease once it has been contracted will still be required. Promising targets for the development of antiviral agents against SARS-CoV-2 can be found in the viral RNA genome. The 5'- and 3'-genomic ends of the 30 kb SCoV-2 genome are highly conserved among Betacoronaviruses and contain structured RNA elements involved in the translation and replication of the viral genome. The 40 nucleotides (nt) long highly conserved stem-loop 4 (5_SL4) is located within the 5'-untranslated region (5'-UTR) important for viral replication. 5_SL4 features an extended stem structure disrupted by several pyrimidine mismatches and is capped by a pentaloop. Here, we report extensive 1H, 13C, 15N and 31P resonance assignments of 5_SL4 as the basis for in-depth structural and ligand screening studies by solution NMR spectroscopy.


Subject(s)
5' Untranslated Regions , Nuclear Magnetic Resonance, Biomolecular , SARS-CoV-2/genetics , Inverted Repeat Sequences/genetics
10.
Angew Chem Int Ed Engl ; 60(35): 19191-19200, 2021 08 23.
Article in English | MEDLINE | ID: covidwho-1279344

ABSTRACT

SARS-CoV-2 contains a positive single-stranded RNA genome of approximately 30 000 nucleotides. Within this genome, 15 RNA elements were identified as conserved between SARS-CoV and SARS-CoV-2. By nuclear magnetic resonance (NMR) spectroscopy, we previously determined that these elements fold independently, in line with data from in vivo and ex-vivo structural probing experiments. These elements contain non-base-paired regions that potentially harbor ligand-binding pockets. Here, we performed an NMR-based screening of a poised fragment library of 768 compounds for binding to these RNAs, employing three different 1 H-based 1D NMR binding assays. The screening identified common as well as RNA-element specific hits. The results allow selection of the most promising of the 15 RNA elements as putative drug targets. Based on the identified hits, we derive key functional units and groups in ligands for effective targeting of the RNA of SARS-CoV-2.


Subject(s)
Genome , RNA, Viral/metabolism , SARS-CoV-2/genetics , Small Molecule Libraries/metabolism , Drug Evaluation, Preclinical , Ligands , Molecular Structure , Nucleic Acid Conformation , Proton Magnetic Resonance Spectroscopy , RNA, Viral/chemistry , Small Molecule Libraries/chemistry
11.
Front Mol Biosci ; 8: 653148, 2021.
Article in English | MEDLINE | ID: covidwho-1247882

ABSTRACT

The highly infectious disease COVID-19 caused by the Betacoronavirus SARS-CoV-2 poses a severe threat to humanity and demands the redirection of scientific efforts and criteria to organized research projects. The international COVID19-NMR consortium seeks to provide such new approaches by gathering scientific expertise worldwide. In particular, making available viral proteins and RNAs will pave the way to understanding the SARS-CoV-2 molecular components in detail. The research in COVID19-NMR and the resources provided through the consortium are fully disclosed to accelerate access and exploitation. NMR investigations of the viral molecular components are designated to provide the essential basis for further work, including macromolecular interaction studies and high-throughput drug screening. Here, we present the extensive catalog of a holistic SARS-CoV-2 protein preparation approach based on the consortium's collective efforts. We provide protocols for the large-scale production of more than 80% of all SARS-CoV-2 proteins or essential parts of them. Several of the proteins were produced in more than one laboratory, demonstrating the high interoperability between NMR groups worldwide. For the majority of proteins, we can produce isotope-labeled samples of HSQC-grade. Together with several NMR chemical shift assignments made publicly available on covid19-nmr.com, we here provide highly valuable resources for the production of SARS-CoV-2 proteins in isotope-labeled form.

12.
researchsquare; 2021.
Preprint in English | PREPRINT-RESEARCHSQUARE | ID: ppzbmed-10.21203.rs.3.rs-287603.v1

ABSTRACT

Background: risk perception influences the behavior of the people. With gradual unlocking in India it is important to understand the perceived risk of people for COVID-19 issue as it might influence number of new positive cases in India.Material and method: this was an online survey which measured the perceived risk under two domain, risk perception of disease and trust people have in authorities and themselves to fight against COVID-19. SPSS 23.0 was used for data analysis.Result: Total sample size is 797. Only participants above age of 60 have high risk perception. But overall risk perception is low. All have high trust in scientist to develop an effective vaccine soon. The overall trust of participants is high which resulted in low risk perception. According to our study participants have low perceived risk. Conclusion: with low perceived risk, there and chances of increase of cases in COVID-19 positive patients. And people should not be misled by false sense of immunity and authorities should be prepared for second wave.


Subject(s)
COVID-19
13.
Biomol NMR Assign ; 15(1): 203-211, 2021 04.
Article in English | MEDLINE | ID: covidwho-1046684

ABSTRACT

The SARS-CoV-2 (SCoV-2) virus is the causative agent of the ongoing COVID-19 pandemic. It contains a positive sense single-stranded RNA genome and belongs to the genus of Betacoronaviruses. The 5'- and 3'-genomic ends of the 30 kb SCoV-2 genome are potential antiviral drug targets. Major parts of these sequences are highly conserved among Betacoronaviruses and contain cis-acting RNA elements that affect RNA translation and replication. The 31 nucleotide (nt) long highly conserved stem-loop 5a (SL5a) is located within the 5'-untranslated region (5'-UTR) important for viral replication. SL5a features a U-rich asymmetric bulge and is capped with a 5'-UUUCGU-3' hexaloop, which is also found in stem-loop 5b (SL5b). We herein report the extensive 1H, 13C and 15N resonance assignment of SL5a as basis for in-depth structural studies by solution NMR spectroscopy.


Subject(s)
5' Untranslated Regions , Coronavirus Papain-Like Proteases/chemistry , Magnetic Resonance Spectroscopy , SARS-CoV-2/chemistry , SARS-CoV-2/genetics , Carbon Isotopes , Genes, Viral , Hydrogen , Nitrogen Isotopes , Protein Binding , Protein Domains , Protein Structure, Secondary
14.
Salwa Naushin; Viren Sardana; Rajat Ujjainiya; Nitin Bhatheja; Rintu Kutum; Akash Kumar Bhaskar; Shalini Pradhan; Satyartha Prakash; Raju Khan; Birendra Singh Rawat; Giriraj Ratan Chandak; Karthik Bharadwaj Tallapaka; Mahesh Anumalla; Amit Lahiri; Susanta Kar; Shrikant Ramesh Mulay; Madhav Nilakanth Mugale; Mrigank Srivastava; Shaziya Khan; Anjali Srivastava; Bhawna Tomar; Murugan Veerapandian; Ganesh Venkatachalam; Selvamani Raja Vijayakumar; Ajay Agarwal; Dinesh Gupta; Prakash M Halami; Muthukumar Serva Peddha; Gopinath M; Ravindra P Veeranna; Anirban Pal; Vinay Kumar Agarwal; Anil Ku Maurya; Ranvijay Kumar Singh; Ashok Kumar Raman; Suresh Kumar Anandasadagopan; Parimala Karupannan; Subramanian Venkatesan; Harish Kumar Sardana; Anamika Kothari; Rishabh Jain; Anupma Thakur; Devendra Singh Parihar; Anas Saifi; Jasleen Kaur; Virendra Kumar; Avinash Mishra; Iranna Gogeri; Geetha Vani Rayasam; Praveen Singh; Rahul Chakraborty; Gaura Chaturvedi; Pinreddy Karunakar; Rohit Yadav; Sunanda Singhmar; Dayanidhi Singh; Sharmistha Sarkar; Purbasha Bhattacharya; Sundaram Acharya; Vandana Singh; Shweta Verma; Drishti Soni; Surabhi Seth; Firdaus Fatima; Shakshi Vashisht; Sarita Thakran; Akash Pratap Singh; Akanksha Sharma; Babita Sharma; Manikandan Subramanian; Yogendra Padwad; Vipin Hallan; Vikram Patial; Damanpreet Singh; Narendra Vijay Tirpude; Partha Chakrabarti; Sujay Krishna Maity; Dipyaman Ganguly; Jit Sarkar; Sistla Ramakrishna; Balthu Narender Kumar; Kiran A Kumar; Sumit G. Gandhi; Piyush Singh Jamwal; Rekha Chouhan; Vijay Lakshmi Jamwal; Nitika Kapoor; Debashish Ghosh; Ghanshyam Thakkar; Umakanta Subudhi; Pradip Sen; Saumya Raychaudhri; Amit Tuli; Pawan Gupta; Rashmi Kumar; Deepak Sharma; Rajesh P. Ringe; Amarnarayan D; Mahesh Kulkarni; Dhanasekaran Shanmugam; Mahesh Dharne; Syed G Dastager; Rakesh Joshi; Amita P. Patil; Sachin N Mahajan; Abu Junaid Khan; Vasudev Wagh; Rakeshkumar Yadav; Ajinkya Khilari; Mayuri Bhadange; Arvindkumar H. Chaurasiya; Shabda E Kulsange; Krishna khairnar; Shilpa Paranjape; Jatin Kalita; G.Narahari Sastry; Tridip Phukan; Prasenjit Manna; Wahengbam Romi; Pankaj Bharali; Dibyajyoti Ozah; Ravi Kumar Sahu; Elapaval VSSK Babu; Rajeev K Sukumaran; Aishwarya R Nair; Anoop Puthiyamadam; Prajeesh Kooloth Valappil; Adarsh Velayudhanpillai; Kalpana Chodankar; Samir Damare; Yennapu Madhavi; Ved Varun Agrawal; Sumit Dahiya; Anurag Agrawal; Debasis Dash; Shantanu Sengupta.
medrxiv; 2021.
Preprint in English | medRxiv | ID: ppzbmed-10.1101.2021.01.12.21249713

ABSTRACT

BackgroundIndia has been amongst the most affected nations during the SARS-CoV2 pandemic, with sparse data on country-wide spread of asymptomatic infections and antibody persistence. This longitudinal cohort study was aimed to evaluate SARS-CoV2 sero-positivity rate as a marker of infection and evaluate temporal persistence of antibodies with neutralization capability and to infer possible risk factors for infection. MethodsCouncil of Scientific and Industrial Research, India (CSIR) with its more than 40 laboratories and centers in urban and semi-urban settings spread across the country piloted the pan country surveillance. 10427 adult individuals working in CSIR laboratories and their family members based on voluntary participation were assessed for antibody presence and stability was analyzed over 6 months utilizing qualitative Elecsys SARS CoV2 specific antibody kit and GENScript cPass SARS-CoV2 Neutralization Antibody Detection Kit. Along with demographic information, possible risk factors were evaluated through self to be filled online forms with data acquired on blood group type, occupation type, addiction and habits including smoking and alcohol, diet preferences, medical history and transport type utilized. Symptom history and information on possible contact and compliance with COVID 19 universal precautions was also obtained. Findings1058 individuals (10{middle dot}14%) had antibodies against SARS-CoV2. A follow-up on 346 sero-positive individuals after three months revealed stable to higher antibody levels against SARS-CoV2 but declining plasma activity for neutralizing SARS-CoV2 receptor binding domain and ACE2 interaction. A repeat sampling of 35 individuals, at six months, revealed declining antibody levels while the neutralizing activity remained stable compared to three months. Majority of sero-positive individuals (75%) did not recall even one of nine symptoms since March 2020. Fever was the most common symptom with one-fourth reporting loss of taste or smell. Significantly associated risks for sero-positivity (Odds Ratio, 95% CI, p value) were observed with usage of public transport (1{middle dot}79, 1{middle dot}43 - 2{middle dot}24, 2{middle dot}81561E-06), occupational responsibilities such as security, housekeeping personnel etc. (2{middle dot}23, 1{middle dot}92 - 2{middle dot}59, 6{middle dot}43969E-26), non-smokers (1{middle dot}52, 1{middle dot}16 - 1{middle dot}99, 0{middle dot}02) and non-vegetarianism (1{middle dot}67, 1{middle dot}41 - 1{middle dot}99, 3{middle dot}03821E-08). An iterative regression analysis was confirmatory and led to only modest changes to estimates. Predilections for sero-positivity was noted with specific ABO blood groups -O was associated with a lower risk. InterpretationIn a first-of-its-kind study from India, we report the sero-positivity in a country-wide cohort and identify variable susceptible associations for contacting infection. Serology and Neutralizing Antibody response provides much-sought-for general insights on the immune response to the virus among Indians and will be an important resource for designing vaccination strategies. FundingCouncil of Scientific and Industrial Research, India (CSIR)


Subject(s)
Fever
15.
Nucleic Acids Res ; 48(22): 12415-12435, 2020 12 16.
Article in English | MEDLINE | ID: covidwho-917705

ABSTRACT

The current pandemic situation caused by the Betacoronavirus SARS-CoV-2 (SCoV2) highlights the need for coordinated research to combat COVID-19. A particularly important aspect is the development of medication. In addition to viral proteins, structured RNA elements represent a potent alternative as drug targets. The search for drugs that target RNA requires their high-resolution structural characterization. Using nuclear magnetic resonance (NMR) spectroscopy, a worldwide consortium of NMR researchers aims to characterize potential RNA drug targets of SCoV2. Here, we report the characterization of 15 conserved RNA elements located at the 5' end, the ribosomal frameshift segment and the 3'-untranslated region (3'-UTR) of the SCoV2 genome, their large-scale production and NMR-based secondary structure determination. The NMR data are corroborated with secondary structure probing by DMS footprinting experiments. The close agreement of NMR secondary structure determination of isolated RNA elements with DMS footprinting and NMR performed on larger RNA regions shows that the secondary structure elements fold independently. The NMR data reported here provide the basis for NMR investigations of RNA function, RNA interactions with viral and host proteins and screening campaigns to identify potential RNA binders for pharmaceutical intervention.


Subject(s)
COVID-19/prevention & control , Magnetic Resonance Spectroscopy/methods , Nucleic Acid Conformation , RNA, Viral/chemistry , SARS-CoV-2/genetics , 3' Untranslated Regions/genetics , Base Sequence , COVID-19/epidemiology , COVID-19/virology , Frameshifting, Ribosomal/genetics , Genome, Viral/genetics , Humans , Models, Molecular , Pandemics , SARS-CoV-2/physiology
16.
Disaster Med Public Health Prep ; 16(2): 604-611, 2022 04.
Article in English | MEDLINE | ID: covidwho-846061

ABSTRACT

OBJECTIVE: The focus of this study is to monitor the effect of lockdown on the various air pollutants due to the coronavirus disease (COVID-19) pandemic and identify the ones that affect COVID-19 fatalities so that measures to control the pollution could be enforced. METHODS: Various machine learning techniques: Decision Trees, Linear Regression, and Random Forest have been applied to correlate air pollutants and COVID-19 fatalities in Delhi. Furthermore, a comparison between the concentration of various air pollutants and the air quality index during the lockdown period and last two years, 2018 and 2019, has been presented. RESULTS: From the experimental work, it has been observed that the pollutants ozone and toluene have increased during the lockdown period. It has also been deduced that the pollutants that may impact the mortalities due to COVID-19 are ozone, NH3, NO2, and PM10. CONCLUSIONS: The novel coronavirus has led to environmental restoration due to lockdown. However, there is a need to impose measures to control ozone pollution, as there has been a significant increase in its concentration and it also impacts the COVID-19 mortality rate.


Subject(s)
Air Pollutants , Air Pollution , COVID-19 , Environmental Pollutants , Ozone , Air Pollutants/adverse effects , Air Pollution/adverse effects , Air Pollution/analysis , COVID-19/epidemiology , Cities , Communicable Disease Control , Environmental Monitoring , Humans , India/epidemiology , Machine Learning , Ozone/adverse effects , Particulate Matter/analysis
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