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Journal of Clinical and Diagnostic Research, ISSN - 0973 - 709X

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Dr Bhanu K Bhakhri

"The Journal of Clinical and Diagnostic Research (JCDR) has been in operation since almost a decade. It has contributed a huge number of peer reviewed articles, across a spectrum of medical disciplines, to the medical literature.
Its wide based indexing and open access publications attracts many authors as well as readers
For authors, the manuscripts can be uploaded online through an easily navigable portal, on other hand, reviewers appreciate the systematic handling of all manuscripts. The way JCDR has emerged as an effective medium for publishing wide array of observations in Indian context, I wish the editorial team success in their endeavour"



Dr Bhanu K Bhakhri
Faculty, Pediatric Medicine
Super Speciality Paediatric Hospital and Post Graduate Teaching Institute, Noida
On Sep 2018




Dr Mohan Z Mani

"Thank you very much for having published my article in record time.I would like to compliment you and your entire staff for your promptness, courtesy, and willingness to be customer friendly, which is quite unusual.I was given your reference by a colleague in pathology,and was able to directly phone your editorial office for clarifications.I would particularly like to thank the publication managers and the Assistant Editor who were following up my article. I would also like to thank you for adjusting the money I paid initially into payment for my modified article,and refunding the balance.
I wish all success to your journal and look forward to sending you any suitable similar article in future"



Dr Mohan Z Mani,
Professor & Head,
Department of Dematolgy,
Believers Church Medical College,
Thiruvalla, Kerala
On Sep 2018




Prof. Somashekhar Nimbalkar

"Over the last few years, we have published our research regularly in Journal of Clinical and Diagnostic Research. Having published in more than 20 high impact journals over the last five years including several high impact ones and reviewing articles for even more journals across my fields of interest, we value our published work in JCDR for their high standards in publishing scientific articles. The ease of submission, the rapid reviews in under a month, the high quality of their reviewers and keen attention to the final process of proofs and publication, ensure that there are no mistakes in the final article. We have been asked clarifications on several occasions and have been happy to provide them and it exemplifies the commitment to quality of the team at JCDR."



Prof. Somashekhar Nimbalkar
Head, Department of Pediatrics, Pramukhswami Medical College, Karamsad
Chairman, Research Group, Charutar Arogya Mandal, Karamsad
National Joint Coordinator - Advanced IAP NNF NRP Program
Ex-Member, Governing Body, National Neonatology Forum, New Delhi
Ex-President - National Neonatology Forum Gujarat State Chapter
Department of Pediatrics, Pramukhswami Medical College, Karamsad, Anand, Gujarat.
On Sep 2018




Dr. Kalyani R

"Journal of Clinical and Diagnostic Research is at present a well-known Indian originated scientific journal which started with a humble beginning. I have been associated with this journal since many years. I appreciate the Editor, Dr. Hemant Jain, for his constant effort in bringing up this journal to the present status right from the scratch. The journal is multidisciplinary. It encourages in publishing the scientific articles from postgraduates and also the beginners who start their career. At the same time the journal also caters for the high quality articles from specialty and super-specialty researchers. Hence it provides a platform for the scientist and researchers to publish. The other aspect of it is, the readers get the information regarding the most recent developments in science which can be used for teaching, research, treating patients and to some extent take preventive measures against certain diseases. The journal is contributing immensely to the society at national and international level."



Dr Kalyani R
Professor and Head
Department of Pathology
Sri Devaraj Urs Medical College
Sri Devaraj Urs Academy of Higher Education and Research , Kolar, Karnataka
On Sep 2018




Dr. Saumya Navit

"As a peer-reviewed journal, the Journal of Clinical and Diagnostic Research provides an opportunity to researchers, scientists and budding professionals to explore the developments in the field of medicine and dentistry and their varied specialities, thus extending our view on biological diversities of living species in relation to medicine.
‘Knowledge is treasure of a wise man.’ The free access of this journal provides an immense scope of learning for the both the old and the young in field of medicine and dentistry as well. The multidisciplinary nature of the journal makes it a better platform to absorb all that is being researched and developed. The publication process is systematic and professional. Online submission, publication and peer reviewing makes it a user-friendly journal.
As an experienced dentist and an academician, I proudly recommend this journal to the dental fraternity as a good quality open access platform for rapid communication of their cutting-edge research progress and discovery.
I wish JCDR a great success and I hope that journal will soar higher with the passing time."



Dr Saumya Navit
Professor and Head
Department of Pediatric Dentistry
Saraswati Dental College
Lucknow
On Sep 2018




Dr. Arunava Biswas

"My sincere attachment with JCDR as an author as well as reviewer is a learning experience . Their systematic approach in publication of article in various categories is really praiseworthy.
Their prompt and timely response to review's query and the manner in which they have set the reviewing process helps in extracting the best possible scientific writings for publication.
It's a honour and pride to be a part of the JCDR team. My very best wishes to JCDR and hope it will sparkle up above the sky as a high indexed journal in near future."



Dr. Arunava Biswas
MD, DM (Clinical Pharmacology)
Assistant Professor
Department of Pharmacology
Calcutta National Medical College & Hospital , Kolkata




Dr. C.S. Ramesh Babu
" Journal of Clinical and Diagnostic Research (JCDR) is a multi-specialty medical and dental journal publishing high quality research articles in almost all branches of medicine. The quality of printing of figures and tables is excellent and comparable to any International journal. An added advantage is nominal publication charges and monthly issue of the journal and more chances of an article being accepted for publication. Moreover being a multi-specialty journal an article concerning a particular specialty has a wider reach of readers of other related specialties also. As an author and reviewer for several years I find this Journal most suitable and highly recommend this Journal."
Best regards,
C.S. Ramesh Babu,
Associate Professor of Anatomy,
Muzaffarnagar Medical College,
Muzaffarnagar.
On Aug 2018




Dr. Arundhathi. S
"Journal of Clinical and Diagnostic Research (JCDR) is a reputed peer reviewed journal and is constantly involved in publishing high quality research articles related to medicine. Its been a great pleasure to be associated with this esteemed journal as a reviewer and as an author for a couple of years. The editorial board consists of many dedicated and reputed experts as its members and they are doing an appreciable work in guiding budding researchers. JCDR is doing a commendable job in scientific research by promoting excellent quality research & review articles and case reports & series. The reviewers provide appropriate suggestions that improve the quality of articles. I strongly recommend my fraternity to encourage JCDR by contributing their valuable research work in this widely accepted, user friendly journal. I hope my collaboration with JCDR will continue for a long time".



Dr. Arundhathi. S
MBBS, MD (Pathology),
Sanjay Gandhi institute of trauma and orthopedics,
Bengaluru.
On Aug 2018




Dr. Mamta Gupta,
"It gives me great pleasure to be associated with JCDR, since last 2-3 years. Since then I have authored, co-authored and reviewed about 25 articles in JCDR. I thank JCDR for giving me an opportunity to improve my own skills as an author and a reviewer.
It 's a multispecialty journal, publishing high quality articles. It gives a platform to the authors to publish their research work which can be available for everyone across the globe to read. The best thing about JCDR is that the full articles of all medical specialties are available as pdf/html for reading free of cost or without institutional subscription, which is not there for other journals. For those who have problem in writing manuscript or do statistical work, JCDR comes for their rescue.
The journal has a monthly publication and the articles are published quite fast. In time compared to other journals. The on-line first publication is also a great advantage and facility to review one's own articles before going to print. The response to any query and permission if required, is quite fast; this is quite commendable. I have a very good experience about seeking quick permission for quoting a photograph (Fig.) from a JCDR article for my chapter authored in an E book. I never thought it would be so easy. No hassles.
Reviewing articles is no less a pain staking process and requires in depth perception, knowledge about the topic for review. It requires time and concentration, yet I enjoy doing it. The JCDR website especially for the reviewers is quite user friendly. My suggestions for improving the journal is, more strict review process, so that only high quality articles are published. I find a a good number of articles in Obst. Gynae, hence, a new journal for this specialty titled JCDR-OG can be started. May be a bimonthly or quarterly publication to begin with. Only selected articles should find a place in it.
An yearly reward for the best article authored can also incentivize the authors. Though the process of finding the best article will be not be very easy. I do not know how reviewing process can be improved. If an article is being reviewed by two reviewers, then opinion of one can be communicated to the other or the final opinion of the editor can be communicated to the reviewer if requested for. This will help one’s reviewing skills.
My best wishes to Dr. Hemant Jain and all the editorial staff of JCDR for their untiring efforts to bring out this journal. I strongly recommend medical fraternity to publish their valuable research work in this esteemed journal, JCDR".



Dr. Mamta Gupta
Consultant
(Ex HOD Obs &Gynae, Hindu Rao Hospital and associated NDMC Medical College, Delhi)
Aug 2018




Dr. Rajendra Kumar Ghritlaharey

"I wish to thank Dr. Hemant Jain, Editor-in-Chief Journal of Clinical and Diagnostic Research (JCDR), for asking me to write up few words.
Writing is the representation of language in a textual medium i e; into the words and sentences on paper. Quality medical manuscript writing in particular, demands not only a high-quality research, but also requires accurate and concise communication of findings and conclusions, with adherence to particular journal guidelines. In medical field whether working in teaching, private, or in corporate institution, everyone wants to excel in his / her own field and get recognised by making manuscripts publication.


Authors are the souls of any journal, and deserve much respect. To publish a journal manuscripts are needed from authors. Authors have a great responsibility for producing facts of their work in terms of number and results truthfully and an individual honesty is expected from authors in this regards. Both ways its true "No authors-No manuscripts-No journals" and "No journals–No manuscripts–No authors". Reviewing a manuscript is also a very responsible and important task of any peer-reviewed journal and to be taken seriously. It needs knowledge on the subject, sincerity, honesty and determination. Although the process of reviewing a manuscript is a time consuming task butit is expected to give one's best remarks within the time frame of the journal.
Salient features of the JCDR: It is a biomedical, multidisciplinary (including all medical and dental specialities), e-journal, with wide scope and extensive author support. At the same time, a free text of manuscript is available in HTML and PDF format. There is fast growing authorship and readership with JCDR as this can be judged by the number of articles published in it i e; in Feb 2007 of its first issue, it contained 5 articles only, and now in its recent volume published in April 2011, it contained 67 manuscripts. This e-journal is fulfilling the commitments and objectives sincerely, (as stated by Editor-in-chief in his preface to first edition) i e; to encourage physicians through the internet, especially from the developing countries who witness a spectrum of disease and acquire a wealth of knowledge to publish their experiences to benefit the medical community in patients care. I also feel that many of us have work of substance, newer ideas, adequate clinical materials but poor in medical writing and hesitation to submit the work and need help. JCDR provides authors help in this regards.
Timely publication of journal: Publication of manuscripts and bringing out the issue in time is one of the positive aspects of JCDR and is possible with strong support team in terms of peer reviewers, proof reading, language check, computer operators, etc. This is one of the great reasons for authors to submit their work with JCDR. Another best part of JCDR is "Online first Publications" facilities available for the authors. This facility not only provides the prompt publications of the manuscripts but at the same time also early availability of the manuscripts for the readers.
Indexation and online availability: Indexation transforms the journal in some sense from its local ownership to the worldwide professional community and to the public.JCDR is indexed with Embase & EMbiology, Google Scholar, Index Copernicus, Chemical Abstracts Service, Journal seek Database, Indian Science Abstracts, to name few of them. Manuscriptspublished in JCDR are available on major search engines ie; google, yahoo, msn.
In the era of fast growing newer technologies, and in computer and internet friendly environment the manuscripts preparation, submission, review, revision, etc and all can be done and checked with a click from all corer of the world, at any time. Of course there is always a scope for improvement in every field and none is perfect. To progress, one needs to identify the areas of one's weakness and to strengthen them.
It is well said that "happy beginning is half done" and it fits perfectly with JCDR. It has grown considerably and I feel it has already grown up from its infancy to adolescence, achieving the status of standard online e-journal form Indian continent since its inception in Feb 2007. This had been made possible due to the efforts and the hard work put in it. The way the JCDR is improving with every new volume, with good quality original manuscripts, makes it a quality journal for readers. I must thank and congratulate Dr Hemant Jain, Editor-in-Chief JCDR and his team for their sincere efforts, dedication, and determination for making JCDR a fast growing journal.
Every one of us: authors, reviewers, editors, and publisher are responsible for enhancing the stature of the journal. I wish for a great success for JCDR."



Thanking you
With sincere regards
Dr. Rajendra Kumar Ghritlaharey, M.S., M. Ch., FAIS
Associate Professor,
Department of Paediatric Surgery, Gandhi Medical College & Associated
Kamla Nehru & Hamidia Hospitals Bhopal, Madhya Pradesh 462 001 (India)
E-mail: drrajendrak1@rediffmail.com
On May 11,2011




Dr. Shankar P.R.

"On looking back through my Gmail archives after being requested by the journal to write a short editorial about my experiences of publishing with the Journal of Clinical and Diagnostic Research (JCDR), I came across an e-mail from Dr. Hemant Jain, Editor, in March 2007, which introduced the new electronic journal. The main features of the journal which were outlined in the e-mail were extensive author support, cash rewards, the peer review process, and other salient features of the journal.
Over a span of over four years, we (I and my colleagues) have published around 25 articles in the journal. In this editorial, I plan to briefly discuss my experiences of publishing with JCDR and the strengths of the journal and to finally address the areas for improvement.
My experiences of publishing with JCDR: Overall, my experiences of publishing withJCDR have been positive. The best point about the journal is that it responds to queries from the author. This may seem to be simple and not too much to ask for, but unfortunately, many journals in the subcontinent and from many developing countries do not respond or they respond with a long delay to the queries from the authors 1. The reasons could be many, including lack of optimal secretarial and other support. Another problem with many journals is the slowness of the review process. Editorial processing and peer review can take anywhere between a year to two years with some journals. Also, some journals do not keep the contributors informed about the progress of the review process. Due to the long review process, the articles can lose their relevance and topicality. A major benefit with JCDR is the timeliness and promptness of its response. In Dr Jain's e-mail which was sent to me in 2007, before the introduction of the Pre-publishing system, he had stated that he had received my submission and that he would get back to me within seven days and he did!
Most of the manuscripts are published within 3 to 4 months of their submission if they are found to be suitable after the review process. JCDR is published bimonthly and the accepted articles were usually published in the next issue. Recently, due to the increased volume of the submissions, the review process has become slower and it ?? Section can take from 4 to 6 months for the articles to be reviewed. The journal has an extensive author support system and it has recently introduced a paid expedited review process. The journal also mentions the average time for processing the manuscript under different submission systems - regular submission and expedited review.
Strengths of the journal: The journal has an online first facility in which the accepted manuscripts may be published on the website before being included in a regular issue of the journal. This cuts down the time between their acceptance and the publication. The journal is indexed in many databases, though not in PubMed. The editorial board should now take steps to index the journal in PubMed. The journal has a system of notifying readers through e-mail when a new issue is released. Also, the articles are available in both the HTML and the PDF formats. I especially like the new and colorful page format of the journal. Also, the access statistics of the articles are available. The prepublication and the manuscript tracking system are also helpful for the authors.
Areas for improvement: In certain cases, I felt that the peer review process of the manuscripts was not up to international standards and that it should be strengthened. Also, the number of manuscripts in an issue is high and it may be difficult for readers to go through all of them. The journal can consider tightening of the peer review process and increasing the quality standards for the acceptance of the manuscripts. I faced occasional problems with the online manuscript submission (Pre-publishing) system, which have to be addressed.
Overall, the publishing process with JCDR has been smooth, quick and relatively hassle free and I can recommend other authors to consider the journal as an outlet for their work."



Dr. P. Ravi Shankar
KIST Medical College, P.O. Box 14142, Kathmandu, Nepal.
E-mail: ravi.dr.shankar@gmail.com
On April 2011

Important Notice

Original article / research
Year : 2024 | Month : May | Volume : 18 | Issue : 5 | Page : DC01 - DC04 Full Version

The Decline of COVID-19 Pandemic- A Journey from Fear to Freedom: A Retrospective Study from Northwest Punjab, India

Published: May 1, 2024 | DOI: https://doi.org/10.7860/JCDR/2024/68267.19341

Maninder Kaur, Kanwardeep Singh, Shailpreet Kaur Sidhu, Jagroop Singh, Neelu Nagpal, Amandeep Kaur, Ratneev Kaur

1. Research Scientist (Medical), Department of Virology, Government Medical College, Amritsar, Punjab, India. 2. Professor and Head, Department of Virology, Government Medical College, Amritsar, Punjab, India. 3. Associate Professor, Department of Microbiology, Government Medical College, Amritsar, Punjab, India. 4. Research Assistant, Department of Virology, Government Medical College, Amritsar, Punjab, India. 5. Assistant Professor, Department of Microbiology, Government Medical College, Amritsar, Punjab, India. 6. Research Scientist (Non Medical), Department of Virology, Government Medical College, Amritsar, Punjab, India. 7. Research Scientist (Non Medical), Department of Virology, Government Medical College, Amritsar, Punjab, India.

Correspondence Address :
Dr. Shailpreet Kaur Sidhu,
Associate Professor, Department of Microbiology, Government Medical College, Amritsar-143001, Punjab, India.
E-mail: shailpreetsidhu@gmail.com

Abstract

Introduction: Globally, Coronavirus Disease-2019 (COVID-19) pandemic era is on the decline, and now, after three years, much lower rates of mortality and morbidity are witnessed. The emergence of new variants and subvariants like Omicron is leading into a transition phase where one would only see sporadic surges. After the 3rd wave, Punjab also experienced such surges, prompting this retrospective study to observe the trend of COVID-19 and emerging variants in the Northwest region of Punjab, India.

Aim: To assess the prevalence of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection during the past year and to analyse demographic variables like age and gender distribution of positive cases of SARS-CoV-2.

Materials and Methods: The present study was a retrospective study, with study period of one year from 1st July 2022 to 30th June 2023, all samples (n=3,04,273) from suspected SARS-CoV-2 patients received at the Virology Research and Diagnostic Laboratory at Government Medical College, Amritsar, Punjab, India, were included in the study. The results of Real-Time Polymerase Chain Reaction (RT-PCR) were analysed to determine the prevalence in that region, and basic demographic variables of SARS-CoV-2 cases were compared. Additionally, 100 random positive samples were sent for whole-genome sequencing to study the prevalent variants and subvariants in this region. The results were analysed to study the prevalence of COVID-19 cases in the region. Demographic parameters like age group distribution and sex distribution were calculated. To study the dynamics of transmission during the one-year study period, an epidemiological curve was plotted over the period of 12 months.

Results: Out of the total 3,04,273 samples, 2,102 samples (0.69%) tested positive for the COVID-19 virus by RT-PCR. The study showed more prevalence of infection among young adults, with 853 (40.6%) cases in the age group of 21-40 years, followed by 614 (29.2%) cases in the 41-60 years age group. Of the total positive cases, 1153 (54.85%) were males, compared to 949 (45.15%) were females. The maximum number of positive cases was reported during the months of July 2022 to September 2022, totaling 1,273 cases. Whole-genome sequencing results showed predominance of the Omicron variant, with 44 (49.44%) strains belonging to the XBB lineage of Omicron.

Conclusion: There was a definite reduction in the prevalence of SARS-CoV-2 cases during the study period and that Omicron and its subvariants, like XBB lineages, are prevalent in this part of India as well. Despite the decrease in the number and severity of COVID-19 cases, maintaining vigilance and monitoring sporadic cases using tools like Whole Genome Sequencing (WGS) can help in tracking major pandemics in the future.

Keywords

Coronavirus disease-19, Severe acute respiratory syndrome-coronavirus-2, Subvariants of omicron, Whole genome sequencing

Introduction
The COVID-19 emerged in late 2019 in China, causing a pandemic of acute respiratory disease that became a global health problem. On 30th January 2020, the World Health Organisation (WHO) declared SARS-CoV-2 outbreak, constituted a public health emergency of international concern, with more than 80,000 confirmed cases reported worldwide as of 28th February 2020 (1). Since then, the Coronavirus has affected millions of people around the globe. After three years of the highest alert over the COVID-19 virus, on May 5th, 2023, the WHO declared that COVID-19 no longer represents a “health Emergency” (2). This declaration represents a major step towards ending the COVID-19 pandemic. Although WHO’s declaration, nearly two million new cases and 12,000 deaths were reported globally in the month of May 2023 (1st to 28th May 2023) (3). Among South East Asian Region, the highest number of new cases was reported from India (44,355) during this same period (3). The region of Punjab also noticed a rise in COVID-19 cases. Such figures raise the question of whether the pandemic is really over or if we are just going into the endemic phase of SARS-CoV-2.

Since the dawn of the SARS-CoV-2 pandemic, various novel variants, lineages, and sublineages have been named according to the evolution of the virus. Internationally, variants have been named Alpha, Beta, Gamma, Delta, and Omicron. The evolution of these variants is attributed to vaccination and natural immunity in humans. Omicron (B.1.1.529), the most recent one was first reported in November 2021 from South Africa and eventually became the dominant strain because of its high transmissibility (4). After the first and second waves, the third wave of COVID-19 in India occurred between December 2021 and March 2022. This wave was predominantly driven by the Omicron variant, which contains more than 30 mutations in the spike protein. Omicron is characterised by unique characteristics like a high replication rate, increased transmissibility, and immune evasion. Clinically, patients encountered asymptomatic to mild symptoms (5). Even after the third wave, cases of COVID-19 continued, caused by Omicron and its lineages.

The WGS is an important tool that can help study the effects of mutations or variants on disease dynamics or predict future pandemic trends (6). This information can further help us to study the virus variants, properties transmissibility, virulence, evasion of RT-PCR detection if target genes are affected, evasion of natural/vaccine-induced immunity, and decreased susceptibility to medical treatments (6). The causative agent of COVID-19, SARS-CoV-2, was also done, while studying its genome through Next-Generation Sequencing (NGS) (7). The present study was conducted to know the trend of COVID-19 in Punjab as cases were still being reported during this waning phase of the epidemic. Previous studies have been conducted during the first, second, and third waves in this region, so this work aimed to determine the prevalence during the ongoing post-Omicron wave.

The aim of the study was to assess the prevalence of SARS-CoV-2 infection during the past year and analyse demographic variables like age and gender distribution of positive cases of SARS-CoV-2. The objectives of the study were to identify the genetic diversity of the strain prevalent in the present phase and compare it with the WGS results obtained from previous studies conducted in the same region. The study also assessed the prevalence district-wise and studied the seasonal distribution of positive cases over 12 months to observe the transmission dynamics of COVID-19 in this region.
Material and Methods
The present study was a retrospective study conducted for the period of one-year, from 1st July 2022 to 30th June 2023, the Virology Research and Diagnostic Laboratory (VRDL) in Amritsar, Punjab, India, received 3,04,273 samples from suspected patients of SARS-CoV-2.

Inclusion criteria: All samples, from both indoor and outdoor patients and from all age groups, received within the study timeline were included. These samples belonged to six different districts (Amritsar, Pathankot, Tarn Taran, Gurdaspur, Hoshiarpur, and Kapurthala) in Punjab, India.

Exclusion criteria: Samples with incomplete request forms were once rejected but included in the study when a properly filled form was received. Samples from other districts that did not maintain proper cold chain maintenance were also excluded from the study.

Study Procedure

The swabs already placed in Viral Transport Media (VTM) were received and then sent to the processing section. RNA was extracted using the Applied Biosystems MagMAXTMViral/Pathogen II nucleic acid isolation kit as per standard protocol. RT-PCR was done on the Quantstudio 5 RT-PCR instrument using the Indian Council of Medical Research (ICMR)-approved RT-PCR kit CoviPathTM COVID-19 RT-PCR Kit (Thermofisher Scientific). The samples were analysed for different genes: ORF1ab gene (open reading frame 1a and b), Ngene (nucleocapsid protein), and RNase P gene (Ribonuclease P). All tests were interpreted along with one positive and one negative control by observing Cycle threshold (Ct) values on the amplification curve. The analysis of tests was done by observing the presence of an exponential rise in the amplification curve with a Ct value below a given threshold.

During this one-year period, 100 random SARS-CoV-2 positive samples (Ct value <25 as per ICMR guidelines) (8) were also tested for WGS through Nanopore technology. The selected samples were packed with triple-layer packaging and sent to National genome sequencing centres authorised by ICMR to detect mutagenic strains prevalent in our region.

The data obtained was used to analyse the prevalence in this Northwest region of Punjab, and district-wise positivity was also calculated. Demographic parameters like age group distribution, sex distribution, percentages, and sex ratio were calculated.

Statistical Analysis

All the study data was presented in terms of descriptive statistics, and to study the dynamics of transmission during the one-year study period, an epidemiological curve was plotted over the 12-month period.
Results
A total of 3,04,273 samples were received during the one-year study period in our lab from the Majha region of Punjab, out of which 2,102 samples were positive for the SARS-CoV-2 virus. The study showed a total positivity rate of 0.69% out of the 3,04,273 samples tested at VRDL, Government Medical College (GMC) Amritsar, which was far below the positivity rate found in the study conducted during 2021 (4.80%) from the same region (9). The present study also showed more prevalence of COVID-19 among the population of young adults in the age group of 21-40, followed by the middle age group of 41-60, with 853 (40.6%) and 614 cases (29.2%), respectively (Table/Fig 1). Males outnumbered females by 204 cases, with 1153 (54.85%) being males and 949 (45.15%) being females among those positive for COVID-19. The male-to-female ratio was calculated as 1.2:1 (Table/Fig 1).

District-wise, all samples were analysed, and the positivity rate was calculated separately, i.e., the total positive cases in a district divided by the total cases received from that particular district, multiplied by 100. The positivity rate of COVID-19 positive cases was found to be 0.90% in Amritsar, 0.65% in Gurdaspur, 0.72% in Pathankot, 0.24% in Tarn Taran, and 0.45% in Hoshiarpur.

Month-wise data of COVID-19 cases showed that 1273 cases were reported from July to September 2022, which declined gradually from October 2022 to February 2023, during which only 148 cases were seen but again rise in cases was observed from March 2023 to May 2023, with a maximum of 678 cases documented (Table/Fig 2).

While analysing the results of WGS (Nanopore DNA Technology), it was seen that the Omicron variant was the most prevalent variant. Out of 100 samples sent, 89 samples had clear results, while 11 samples were inconclusive. Among rest of 89, Omicron sub-lineages predominated the data, out of which 44 (49.44%) belonging to the XBB lineage (XBB1.16, XBB1.5, XBB1.92, XBB1) (Table/Fig 3).
Discussion
As India transitions into the endemic phase of COVID-19 since the start of January 2023, with an average of 200 cases per day compared to July 2022 when India was reporting over 20,000 cases per day (10), new sporadic surges will continue, like in other parts of the world.

Present study showed that the incidence of COVID-19 infection was higher among young adults aged 21-40 years. Being the most productive age group, they come into contact with many people daily. Similar results were seen in a study by Das AK et al., where more positivity rate was noted among the young age group (11). Also, recent studies conducted by Gautam S et al., and Majumder S et al., have shown similar findings when discussing the clinico-demographic profile of positive patients (12),(13). In present study, a slight male predominance was noted. Many authors in their studies on coronaviruses have noted such sex bias and have outlined reasons like adaptive immune system of females with a higher number of CD4+ cells, more cytotoxic cell activity, and an increased capacity for humoural response, giving female patients advantages over male patients in COVID-19 (14). Jaillon S et al., in their review, have also quoted innate immunity in support of this finding (15). Similar reasons have been stated by Nasker SS et al., in their epidemiological study from the state of Odisha, India (16). The effect of male sex and immune-related genes has also been noted by Niemi MEK et al., in their review (17).

While studying the effect of climatic variations on virus transmission, it was seen to be more transmissible in the monsoon months when the intensity and frequency of infections is more. Winters in Northwest Punjab are pretty harsh, and as temperatures starts to drop, infections also dropped significantly. But again a rise was observed in cases again in March and April when temperatures started to increase. A similar pattern was noted in a study conducted in the same region in earlier year, suggesting that the monsoon season brings about more transmission of the SARS-CoV-2 virus compared to winters (9). Many authors have studied the correlation of transmission dynamics with temperature and relative humidity. Mehta SK et al., stated that most COVID-19 cases were reported at warmer temperatures of 24-30oC and intermediate relative humidity of 50-80% (18). The study also stated that overall in India, cases of COVID-19 increase with an increase in relative humidity and a decrease in surface temperatures. This may be the reason in our region also, as maximum cases were seen during the monsoon season when relative humidity varies in the range of 60-70% in Punjab and temperatures are around 28-30oC. However, present study findings contrast with the study by Mane V et al., who suggested that increased humidity leads to decreased cases as the viability of the virus decreases with increased relative humidity (19). Apart from this, a small surge of cases in March-April 2023 that occurred in the Punjab region was in parallel with nationwide data, with about 12,591 cases reported as of April 20th, 2023 (20).

Since the evolution of SARS-CoV-2, many variants have been recognised, but among them, Omicron has been considered the most evolving variant, which has been expanding its lineages. Its parent lineages are BA1, BA2, and BA4/BA5 (21). Further BQ1 sublineages have been reported from Africa, America, and Europe, while XBB sublineages are more seen in Southeast Asia. The XBB variant resulted from recombination between second-generation BA.2 variants, and the X in XBB signifies that it has been formed by recombination between two parent lineages. The XBB variant emerged in late 2022. Gupta E et al., clearly showed that Omicron and its subvariants like XBB have been circulating in India since January 2022 (22). Studies by Tamura T et al., on the virological characteristics of this variant showed profound resistance to humoural immunity induced by vaccination, leading to common breakthrough infections (23). Globally, XBB variants are also on the rise. According to a recent study by Samal J et al., 90% of COVID-19 infections worldwide are due to XBB1.5 (21). XBB1.5 has the maximum growth advantage and is believed to be the reason behind the sharp surge in cases. In India, the XBB1.6 subvariant is replacing earlier variants. In present study, genome sequencing data showed that Omicron and its subvariants like XBB1.5, XBB1.6 predominated in this part of Punjab, with some strains belonging to the BQ.1 subvariant also. Very few strains related to the original B1.1 were seen in present study. Earlier data from WGS in Punjab region showed Alpha strain predominance in 2020-2021 (95/120). However, the study conducted in the next year, i.e., 2021 to April 2022, showed Omicron and Delta in 40% and 36% of cases, with Alpha being reduced to only 24% (9),(24). Earlier knowledge with different waves has shown that viruses keep on evolve, with new strains and subvariants appearing, but those with a growth advantage over other variants become the predominant strain in circulation, replacing previous ones.

In 2023, a new Omicron strain called E.G.5 (Eris) became the reason for a spurt in cases across multiple countries. Although only a few serious cases were reported, nations like India were on alert. The SARS-CoV-2 variant E.G.5.1 is a sublineage of the Omicron variant XBB.1.9.2, and it has a growth advantage contributing to the increase in the proportion of SARS-CoV-2 cases in most regions of the world (25),(26).

Limitation(s)

In present study, due to its retrospective nature, more clinical data were required to establish any correlation with the type of strain in circulation and the severity of symptoms. For WGS,a larger sample size could have been studied to ensure representative of circulating strains in the region.
Conclusion
The present study concludes that there has been a significant reduction in the positivity of COVID-19 cases compared to previous waves in this region. The WGS data clearly shows that Omicron subvariants are leading the dashboard, replacing all other previous variants. But still COVID-19 is evolving and lurking around us, potentially threatening us at any time with a surprising new variant. After witnessing the havoc created by variants like Delta, India has learned that before overburdening our health system, we should strengthen our real-time surveillance systems. Therefore, tools like WGS are imperative in today’s healthcare landscape.
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DOI and Others
DOI: 10.7860/JCDR/2024/68267.19341

Date of Submission: Oct 25, 2023
Date of Peer Review: Dec 07, 2023
Date of Acceptance: Mar 07, 2024
Date of Publishing: May 01, 2024

AUTHOR DECLARATION:
• Financial or Other Competing Interests: None
• Was Ethics Committee Approval obtained for this study? No
• Was informed consent obtained from the subjects involved in the study? No
• For any images presented appropriate consent has been obtained from the subjects. NA

PLAGIARISM CHECKING METHODS:
• Plagiarism X-checker: Oct 25, 2023
• Manual Googling: Dec 21, 2023
• iThenticate Software: Mar 05, 2024 (4%)

ETYMOLOGY: Author Origin

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