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

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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 Dermatolgy,
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
Anuradha

Dear team JCDR, I would like to thank you for the very professional and polite service provided by everyone at JCDR. While i have been in the field of writing and editing for sometime, this has been my first attempt in publishing a scientific paper.Thank you for hand-holding me through the process.


Dr. Anuradha
E-mail: anuradha2nittur@gmail.com
On Jan 2020

Important Notice

Original article / research
Year : 2023 | Month : July | Volume : 17 | Issue : 7 | Page : OC10 - OC16 Full Version

Gastrointestinal Manifestations and Liver Abnormalities in COVID-19: A Real-World Experience and a Novel COVID-19 Prognostic Index


Published: July 1, 2023 | DOI: https://doi.org/10.7860/JCDR/2023/61458.18170
Manish Manrai, Vikas Marwah, Deepu Peter, Vishal Mangal, P Harikrishnan, Yogendra Mishra, Manish Sharma, Arpitha Pemmaraju

1. Professor, Department of Internal Medicine, Armed Forces Medical College, Pune, Maharashtra, India. 2. Professor, Department of Pulmonary Medicine, Army Institute of Cardiothoracic Sciences, Pune, Maharashtra, India. 3. Assistant Professor, Department of Pulmonary Medicine, Army Institute of Cardiothoracic Sciences, Pune, Maharashtra, India. 4. Assistant Professor, Department of Internal Medicine, Armed Forces Medical College, Pune, Maharashtra, India. 5. Senior Resident, Department of Internal Medicine, Armed Forces Medical College, Pune, Maharashtra, India. 6. MD, Department of Internal Medicine, Armed Forces Medical College, Pune, Maharashtra, India. 7. Assistant Professor, Department of Pulmonary Medicine, Army Institute of Cardiothoracic Sciences, Pune, Maharashtra, India. 8. Associate Professor, Department of Pathology, Army Institute of Cardiothoracic Sciences, Pune, Maharashtra, India.

Correspondence Address :
Dr. Yogendra Mishra,
MD, Department of Internal Medicine, Armed Forces Medical College, Pune-411040, Maharashtra, India.
E-mail: yogendrasunny@gmail.com

Abstract

Introduction: Gastrointestinal (GI) manifestations and liver function abnormalities have been reported in Coronavirus Disease-2019 (COVID-19). However, data is variable and lacking from the Indian Population. Moreover, the prognostic implication of these manifestations has not been well-defined.

Aim: To determine the impact of COVID-19 on the gastrointestinal tract and Liver Function Test (LFT) and develop a prognostic model for mortality

Materials and Methods: An observational descriptive study was conducted in the Department of Internal Medicine at a temporary dedicated COVID-19 centre in a Tertiary Care Cardiothoracic Centre, Western Maharashtra, India. The hospital records of all the patients admitted from July 2020 to September 2020 were analysed. Clinical details and laboratory details were obtained from 589 Reverse Transcription- Polymerase Chain Reaction (RT-PCR) confirmed patients. The data was analysed and a prognostic scoring system was developed. Patients with positive Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) RT-PCR on nasopharyngeal or oropharyngeal swabs were enrolled. The data was entered in Microsoft Excel 2010 worksheet and t-test or Mann-Whitney test was also applied to compare the mean of variables being studied by separation of living and deceased patients based on the normality of the quantitative data.

Results: The mean age±SD of the study participants was 44.74±19.61 years. The majority {127/589 (21.56 %)} of the patients were in the age group of 51-60 years. A total of 5 (0.84%) out of 589 patients had diarrhoea, and 3 (0.51%) had vomiting at the time of admission. Elevated Aspartate Aminotransferase (AST), Alanine Transaminase (AST), Alkaline Phosphatase (ALP), Gamma-glutamyl Transferase (GGT), Lactate Dehydrogenase (LDH), Creatine Kinase Myocardial Band (CK-MB) was reported in non survivors in 45 (90%), 39 (78%), 15 (30%), 28 (56%), 48 (96%) and 49 (98%) out of 50 cases, respectively. The prognostic scoring system was developed with the following variables: age, Diabetes Mellitus (DM), symptomatic, breathlessness, albumin, AST, ALP, LDH, Prothrombin Time (PT), and D-Dimer. The area under the curve, came out to be 0.91 and a cut-off value of three in the scoring system was able to predict death at a sensitivity of 85.5% and specificity of 79.6%.

Conclusion: GI manifestations and abnormalities in LFTs are important extrapulmonary manifestations of COVID-19. Patients with abnormal liver tests had higher risks of progressing to severe disease. Hence, LFT should be monitored and evaluated frequently during hospitalisation for COVID-19.

Keywords

Aspartate aminotransferase, Coronavirus disease-2019, Lactate dehydrogenase, Liver function tests, Severe acute respiratory syndrome coronavirus 2

India has been one of the worst affected countries with over 41 million cases and 500 thousand deaths due to COVID-19 (1). Besides the classical symptoms of influenza-like illness and pneumonia, patients can also have GI symptoms like anorexia, diarrhoea, nausea, vomiting, and pain abdomen. The frequency of these GI symptoms like diarrhoea and vomiting in COVID-19 patients, has been reported in upto 50% cases in some studies (2),(3),(4),(5). However, the data from India, shows much lesser frequency (6). Many studies have shown that deranged LFTs are predictors of severe disease and poor outcomes. Deranged liver function tests are seen in a wide range of patients with severe COVID-19 (7),(8),(9),(10). Few studies have shown that, the derangement of AST, ALT, ALP, GGT, total bilirubin and hypoalbuminaemia may occur in patients with COVID-19, but does not correlate to mortality (11),(12).

In COVID-19, early prognostication of the disease needs to be achieved for better preparedness of hospitals in pandemic situations. Some studies have tried to predict mortality using different scoring systems. The majority of the scoring systems have used age, co-morbidities, inflammatory markers like, C-reactive protein, Interleukin-6 (IL-6), procalcitonin, Neutrophil to Lymphocyte Ratio (NLR), liver enzymes, albumin, blood urea, PT, imaging of chest and D-Dimer (13),(14),(15). The problem with existing scores like

COVID-19 Scoring System (CSS), COVID-19 laboratory score, Age, Body ache,Body temperature, Contact, Cough, Dyspnoea (ABCD)-mortality score, CORONATION-TR model, Dublin-Boston score is that performing tests like High-Resolution Computed Tomography (HRCT), IL-6 and procalcitonin is tedious and expensive for patients with COVID-19, especially in an Indian setting (13),(14),(16),(17),(18).

The present study was aimed to describe the incidence of GI manifestations of COVID-19; describe the laboratory parameters, which predicted the poor outcome and build a scoring system based on age, co-morbid illness and laboratory parameters, including those pertaining to the liver for prognostic significance.

Material and Methods

An observational descriptive study was conducted in the Department of Internal Medicine at a temporary dedicated COVID-19 centre in a Tertiary Care Cardiothoracic Centre, Western Maharashtra, India. The hospital take records of all the patients admitted from July 2020 to September 2020 were analysed. The study was approved by the Institutional Ethical Committee (IEC/2020/85). The records and patients’ case notes written by the treating team were retrieved from the hospital’s electronic database.

Inclusion criteria: Patients with positive SARS-CoV-2 RT-PCR on nasopharyngeal or oropharyngeal swabs and aged above 16 years were included in the study.

Exclusion criteria: Clinically severe acute respiratory illness with negative SARS-nCoV-2 RT-PCR and record files in which all study variables were missing, excluded from the study.

Study Procedure

The patients’ medical records were analysed by a team comprising of a general physician, pulmonologist, and gastroenterologist for the demographic profile like age, gender, duration of hospitalisation, symptoms at admission and co-morbid conditions. The severity of COVID-19 was classified as follows (19): mild: respiratory rate <24/minute, SpO2 >94% at room air), moderate: respiratory rate: 24-30/minute, SpO2 90-94% at room air) and severe: respiratory rate >30/minute SpO2 <90%), Acute Respiratory Distress Syndrome (ARDS) and septic shock. The following laboratory parameters were studied at admission: haemoglobin, Total Leucocyte Count (TLC), neutrophil percentage, lymphocyte percentage, platelet count, blood urea, serum creatinine, sodium, potassium, ALT, AST, LDH, GGT, ALP, Creatine Phosphokinase (CPK), CK-MB, PT, activated Partial Thromboplastin Time (aPTT), total bilirubin, total protein, albumin, and D-Dimer levels.

Statistical Analysis

All the data was entered in a password-protected Microsoft Excel 2010 worksheet. The normality of the data was based on the results attained from the Kolmogorov-Smirnov test. Furthermore, the present study, utilised median and Interquartile Range (IQR) to describe quantitative data and also, frequency and percentage to describe qualitative data. The t-test or Mann-Whitney test, was also applied to compare the mean of variables being studied by separation of living and deceased patients based on the normality of the quantitative data. The Chi-square test or Fisher’s-exact test was applied to compare the qualitative data between the two groups. The cut-off value for the quantitative variables was based on the maximum optimal cut-point value of sensitivity and specificity.

In order to initiate the modelling process and select the best variables to enter the multivariable model, the step-wise selection method with conditional forward approaches, along with Akaike’s Information Criterion (AIC) was done using the Jamovi package version 2.3. Univariate and multivariable logistic regression models were also employed to evaluate the variables being studied and to further construct a prediction model. Variables with a p-value <0.1 in multivariate analysis were used for the development of the score. In addition, to assess the overall performance of the model, the AIC criterion, Nagelkerke’s R-squared and co-linearity statistics (variable inflation factor) were used and also, the Area Under Curve (AUC), Receiver Operating Characteristic (ROC) curve was utilised to measure discrimination capability. Cut-off point was set and calculations of discrete rating data were performed using the JROCFIT java program. Similarly, validity indices such as Negative Predictive Value (NPV), Positive Predictive Value (PPV), accuracy, sensitivity and specificity were applied to evaluate the validity of the final model. All statistical analysis in the present was performed using Jamovi software version 2.3.4. Also, all calculations were done at a significance level of p-value <0.05 with a 95% confidence interval. Univariate analysis was done for clinical and biochemical parameters to predict mortality. For modelling, all variables with a p-value <0.1 were taken for the conditional step forward approach in multivariable logistic regression (20),(21),(22),(23),(24).

Results

A total of 589 patients with confirmed COVID-19 by RT-PCR were admitted from July 2020 to September 2020. The mean age±SD of the patients was 44.74±19.61 years. The majority {127/589 (21.56 %)} of the patients were in the age group of 51-60 years. Males constituted 474/589 (80.47%) of the study population (Table/Fig 1).

Clinical and laboratory profile of the study population in various clinical categories of COVID-19: Out of the total 589 patients, majority 481 (81.66%) had a mild illness, rest had moderate to severe illness. In patients above 60 years, 58/135 (42.96%) had moderate to severe disease (p<0.001). The age-wise distribution of patients in the three clinical categories of COVID-19 is given in (Table/Fig 1). GI manifestations were seen in 8 (1.35%) patients, 5 (0.84%) patients had diarrhoea and 3 (0.51%) had vomiting at the time of admission. The most common symptom at presentation was cough, which was seen in 236 (40.06%) of the patients, while fever was seen in 226 (38.37%) patients. In the present study, 387 (65.70%) patients did not have any co-morbid condition. DM followed by hypertension was the most common co-morbid illness in the study. A total of 83 out of 589 individuals had multiple co-morbidities. The co-morbid illnesses other than DM did not have a statistically significant association with the clinical severity of COVID-19.

An abnormal blood urea, serum creatinine, low albumin, raised total bilirubin and raised AST, ALT, ALP, GGT, LDH, CK-MB, low haemoglobin, hypernatremia, hyperkalaemia, raised TLC, raised D-Dimer, and abnormal aPTT was associated with moderate to severe disease, as compared to mild disease and the difference was statistically significant. The median values and IQR of the different laboratory parameters in the three clinical categories of COVID-19 are given in (Table/Fig 2).

Distribution of baseline demographic and abnormal laboratory parameters in survivors and patients with poor outcome: In the present study, 50 (8.48%) patients died due to COVID-19 illness in the hospital. The median (IQR) age of the patients, who died was 60.5 (55.0-62.0) years, as compared to 45.0 (32.0-57.0) years in the survivors. Among LFTs, abnormal AST, ALT, ALP, GGT, LDH, and CK-MB among the patients with poor outcome was seen in 45 (90%), 39 (78%), 15 (30%), 28 (56%), 48 (96%), and 49 (98%), respectively. On univariate analysis, parameters age >60 years, co-morbidity- DM, symptomatic, breathlessness, hypoalbuminemia, elevated ALP, elevated LDH, and reduced PT were found to be significantly associated with outcome as death (Table/Fig 3). Further, a scoring system COVID-19 Prognostic Index (COPI) was formed including age, DM, symptomatic, breathlessness, albumin, AST, ALP, LDH, PT, and D-Dimer using binomial multivariable logistic regression (Table/Fig 3),(Table/Fig 4),(Table/Fig 5). The ROC analysis for the index at a cut-off value of three had a sensitivity of 85.5% and specificity of 79.6% to predict mortality and the AUC was 0.91 (Table/Fig 6).

Discussion

The present study is among the first comprehensive study of the pattern of LFT and its association with outcomes in COVID-19 patients in the Indian population. In patients with COVID-19 3 (0.51%) patients vomiting and diarrhoea 5 (0.84%) at presentation. The frequency of diarrhoea reported was (2%-49.5%) and vomiting (1%-29.4%) of the patients, from the rest of the world (2),(3),(25),(26). However, in a recent publication in India, frequency of diarrhoea occurred in 1.6% and vomiting occurred in 1.1% of the patients with COVID-19 (6). The analysis of LFT revealed hyperbilirubinaemia in 69 (11.71%), hypoalbuminaemia in 330 (56.0%), and elevated PT in 118 (20.0%) patients in the present study. Other studies have shown hyperbilirubinaemia in (6%-16.7%) (3),(25),(27),(28),(29), hypoalbuminaemia in (55.5%-60%) [28,30] and elevated Indian Rupee (INR) in (9.7-18%) (3),(18),(20),(22),(28),(30) cases of COVID-19. The results of the present study were similar to published reports (31).

Elevated liver enzymes were AST 363 (61.6%), ALT 387 (65.70%), ALP 63 (10.6%), and GGT 274 (46.51%) in the present cases. Other studies have reported elevated AST: 15-25.3%, AST: 15-25.4%, ALP: 4.6-9.6% and GGT in 21.1-24.4% cases (3),(25),(26),(27),(28),(29),(30),(32). The laboratory parameters like leucocytosis, lymphopaenia, NLR, d-Dimer, ferritin, procalcitonin, and IL-6 are proven to have prognostic significance in COVID-19 (33),(34). The higher prevalence of deranged LFTs in the present study, is likely due to the higher severity of cases in the study population and varied demography. The comparison of LFTs in COVID-19 with previous studies has been described in (Table/Fig 7) (3),(25),(28),(30),(35). In the present study, a novel scoring system was devised to predict a model for mortality. The novel COPI utilises age, DM, symptomatic, breathlessness, low albumin, elevated AST, ALP, LDH, PT and D-Dimer. The ROC curve at a cut-off value of three was able to predict death at a sensitivity of 85.5% and specificity of 79.6%. LFT like bilirubin AST, ALT, GGT, INR, and albumin have been shown to have prognostic significance in COVID-19 (35),(36),(37). In the present study, the LFT which were found statistically significant with respect to mortality were elevated PT, hypoalbuminemia, and elevated AST, ALP, and GGT. In a recent study, consisting of 708 COVID-19 positive cases from a single centre in northern India, elevated AST and hypoalbuminaemia were identified independent risk factor for mortality.

The advantage of the scoring system is to classify patients into high and low risk groups for timely intervention. Previously, Shang Y et al., devised a CSS consisting of age, coronary heart disease, lymphocyte %, procalcitonin and D-dimer (13). It demonstrated good predictive performance, it underestimated mortality of low risk patients, but overestimated mortality of high risk patients. The COVID-19 laboratory score ranged from 0 to 30 points, based only on laboratory parameters including IL-6 and procalcitonin (14). Though, it is a dynamic score, it is extensive and does not include clinical characteristics. The Dublin-Boston score is simple score however, it utilises IL6:IL10, which are expensive and not readily available (16). The CORONATION-TR model of scoring system is a complicated prognostic system consisting for prediction of mortality requires Computed Tomography (CT) chest scans (18). Some of these tests like IL-6, IL-10, procalcitonin and CT are costly and tedious in COVID-19 pandemic times, especially in the Indian context. The present study’s score adequately utilises routine parameters for clinical severity and prognosis.

The authors utilised major laboratory and clinical parameters, routinely performed in all hospitalised COVID-19 cases. However, the present score was based on retrospective data from a single centre and may not apply to the world population. In the study population, certain laboratory parameters such as IL-6, and ferritin were not used in a scoring system due to unavailability. These may be independent risk factors for mortality; however, the present score had a good performance to predict clinical outcomes.

Limitation(s)

The present study was a single-centre study from Western India and the results may not represent the general population. Only LFTs were done. Tests to rule out an underlying liver disease like Hepatitis B surface Antigen (HBsAg), anti-Hepatitis C Virus (HCV), and the autoimmune panel were not done. Moreover, a correlation with abdominal imaging and liver biopsy was not done. The effect of human behaviour such as unhealthy eating, alcohol consumption, and impaired access to healthcare services was not taken into consideration. Another major limitation is patients with underlying cirrhosis and pre-existing liver disease were not adequate in the study population. However, the study had a large study population, and the results effectively reflect the effect of SARS-COV-2 on the GI system especially the liver. Moreover, the study correlated results with the severity of illness and mortality.

Conclusion

Gastrointestinal manifestations, particularly abnormal LFT, is common in patients with COVID-19, they may be used to prognosticate disease severity and mortality in patients. In addition, the novel, COPI based on basic parameters is sensitive, it will require further studies for validation.

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DOI and Others

DOI: 10.7860/JCDR/2023/61458.18170

Date of Submission: Nov 17, 2022
Date of Peer Review: Dec 26, 2022
Date of Acceptance: Mar 22, 2023
Date of Publishing: Jul 01, 2023

AUTHOR DECLARATION:
• Financial or Other Competing Interests: None
• Was Ethics Committee Approval obtained for this study? Yes
• Was informed consent obtained from the subjects involved in the study? Yes
• For any images presented appropriate consent has been obtained from the subjects. NA

PLAGIARISM CHECKING METHODS:
• Plagiarism X-checker: Nov 19, 2022
• Manual Googling: Jan 11, 2023
• iThenticate Software: Mar 14, 2023 (9%)

ETYMOLOGY: Author Origin

EMENDATIONS: 6

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