Authors

  • Laiba Razaq
    Akhtar Saeed Trust Hospital, Pakistan
  • Abdullah Khan
    Akhtar Saeed Medical and Dental College, Pakistan
  • Muhammad Nouman Tariq
    Akhtar Saeed Medical and Dental College, Pakistan
  • Syed Shayan Gilani
    Akhtar Saeed Medical and Dental College, Pakistan
  • Saima Khan
    Akhtar Saeed Trust Hospital, Pakistan
  • Muhammad Raza
    Akhtar Saeed Medical and Dental College, Pakistan
  • Muhammad Faizan Ali
    Akhtar Saeed Medical and Dental College, Pakistan
  • Tehreem Asghar
    Akhtar Saeed Medical and Dental College, Pakistan
  • Syed Muhammad Ali Akbar
    Akhtar Saeed Medical and Dental College, Pakistan
  • Seneen Noor
    The International Center of Medical Sciences Research (ICMSR), 5900 Balconies Drive#12581, Austin TX, 78731 USA, The International Center of Medical Sciences Research (ICMSR), Islamabad Pakistan
  • Elyeen Noor
    The International Center of Medical Sciences Research (ICMSR), Islamabad Pakistan, The International Center of Medical Sciences Research (ICMSR), Office 5479 321-323 High Road Chadwell Heath Essex United Kingdom Rm6 6ax, USA

DOI:

https://doi.org/10.37547/TAJMSPR/Volume06Issue07-06

Keywords:

Dengue Dengue shock syndrome Dengue Hemorrhagic

Abstract

Objectives

This study aimed to investigate abdominal ultrasound changes in patients diagnosed with dengue fever and their relationship with platelet count.

Methods

A prospective observational study was conducted at a tertiary care medical college's radiology department in an urban area. One hundred cases diagnosed with dengue fever based on serology were included, following predefined inclusion and exclusion criteria.

Results

Among the 100 cases, 60 were male (60%) and 40 were female (40%). Seventy-six patients showed increased gallbladder wall thickness (GBWT) due to pericholecystic edema, 31 exhibited ascites, and 32 had splenomegaly. Thrombocytopenia was associated with increased third spacing and splenomegaly observed on abdominal ultrasound.

Practical Implications

This study emphasizes the importance of recognizing abdominal ultrasound features in suspected dengue cases while awaiting laboratory results. It provides crucial insights for medical professionals (undergraduates, postgraduates, and consultants) and patients, facilitating early intervention and potentially averting complications.

Conclusion

Gallbladder wall edema, splenomegaly, and ascites are prevalent in severe dengue cases. Detecting these features early may signal the likelihood of progression to severe dengue.


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PUBLISHED DATE: - 29-07-2024

DOI: -

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PAGE NO.: - 38-48

CORRELATION BETWEEN ABDOMINAL
ULTRASOUND FINDINGS AND PLATELET
COUNT IN DENGUE FEVER PATIENTS:
IMPLICATIONS FOR EARLY DIAGNOSIS AND
MANAGEMENT


Laiba Razaq

Akhtar Saeed Trust Hospital, Pakistan

Abdullah Khan

Akhtar Saeed Medical and Dental College, Pakistan

Muhammad Nouman Tariq

Akhtar Saeed Medical and Dental College, Pakistan

Syed Shayan Gilani

Akhtar Saeed Medical and Dental College, Pakistan

Saima Khan

Akhtar Saeed Trust Hospital, Pakistan

Muhammad Raza

Akhtar Saeed Medical and Dental College, Pakistan

Muhammad Faizan Ali

Akhtar Saeed Medical and Dental College, Pakistan

Tehreem Asghar

Akhtar Saeed Medical and Dental College, Pakistan

Syed Muhammad Ali Akbar

Akhtar Saeed Medical and Dental College, Pakistan

Seneen Noor

The International Center of Medical Sciences Research (ICMSR), 5900 Balconies Drive#12581,

Austin TX, 78731 USA
The International Center of Medical Sciences Research (ICMSR), Islamabad Pakistan

RESEARCH ARTICLE

Open Access


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Elyeen Noor

The International Center of Medical Sciences Research (ICMSR), Islamabad Pakistan
The International Center of Medical Sciences Research (ICMSR), Office 5479 321-323 High

Road Chadwell Heath Essex United Kingdom Rm6 6ax, USA

INTRODUCTION

Dengue fever (DF) is a significant global health

threat, primarily transmitted by the Aedes aegypti

mosquito. This viral infection presents a myriad of
symptoms, including sudden onset high-grade

fever, anorexia, lethargy, headache, retro-orbital

discomfort, myalgia, arthralgia, weakness, sore
throat, and a macular skin rash. Severe cases of DF

necessitate hospitalization, with an estimated
500,000 hospital admissions occurring annually

worldwide (1-
2). The transmission of DF is facilitated by various

factors, one of which is the structural similarity

between the fatty acid synthase 1 (FAS1) of Aedes
aegypti mosquitoes and that of humans. This

similarity potentially plays a crucial role in the viral

replication process, contributing to the spread of
the infection (3).
In Asian populations, DF exhibits a case-fatality

rate ranging from 0.5% to 3.5% (4). Complications

of DF extend beyond the typical flu-like symptoms
and can affect multiple organ systems, including

the hepatobiliary and vascular systems. Common
hematological manifestations include bleeding

diathesis

and

thrombocytopenia,

which

significantly impact disease severity (3, 5-6).
One severe complication of DF is Dengue Vascular

Permeability Syndrome (DVPS), characterized by
an increase in microvascular permeability. This

Abstract


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syndrome leads to plasma leakage, resulting in
various clinical manifestations, including pleural

effusion, ascites, gallbladder wall thickening

(GBWT), hepatomegaly, and splenomegaly (3, 5, 7-
8). Abdominal ultrasound has emerged as a

valuable diagnostic tool in the assessment of DVPS-
related changes. It offers a non-invasive method for

detecting gallbladder wall thickening, ascites, and
other signs of fluid accumulation, aiding in the

early identification of patients at risk of
progressing to the critical phase of the disease (7-

9).
In comparison to traditional imaging modalities

like

chest

X-rays,

abdominal

ultrasound

demonstrates superior sensitivity in detecting

pleural effusion, with the ability to detect smaller
volumes of fluid. This heightened sensitivity

enables early diagnosis and timely intervention,
ultimately improving patient outcomes (10-11).
The primary objective of ongoing research in this

field is to establish correlations between
abdominal ultrasound findings, platelet counts,

and disease severity in DF patients. By elucidating

these relationships, clinicians aim to develop more
effective strategies for early intervention and

management, thereby reducing morbidity and
mortality associated with severe DF cases.

METHODS
Data Collection

Following the Strobe guidelines, this prospective

study was conducted at the Radiology department

of Akhtar Saeed Trust Hospital. Over a one-month
period from October 1st to October 30th, 2022, 100

patients diagnosed with dengue fever (confirmed
via positive non-structural protein 1 (NS-1)

antigen or elevated dengue immunoglobulin IgM)
were included. Patients were referred from

outpatient, inpatient, and emergency departments

for abdominal ultrasonography. A 3.5 MHz
curvilinear probe and water-soluble gel were

utilized with a Toshiba Ultrasound machine for
imaging. Scans were performed with patients in a

supine position, employing the intercostal
approach over the right hypochondrium region.

Gallbladder wall thickness was measured using

calipers, with a normal upper limit set at 3 mm,
measured on the anterior wall. Splenomegaly was

defined as a spleen measuring more than 12 cm.

Patients provided informed written consent via a
questionnaire. The study protocol was approved by

the institution's ethics committee.

Inclusion and Exclusion Criteria
Inclusion Criteria

1. Patients diagnosed with dengue fever based on

serological tests, including positive results for non-
structural protein 1 (NS-1) antigen or elevated

dengue immunoglobulin IgM.
2. Patients who provided informed written consent

to participate in the study.
3. Patients aged 18 years and above.
4. Dengue patients with a history of fever lasting

fewer than 5 days.

Exclusion Criteria

1. Patients with pre-existing gallbladder disease

were excluded from the study.
2. Individuals who declined to provide consent for

participation.
3. Dengue patients with a history of fever lasting

more than 5 days.

Search Strategy

To identify relevant literature on the diagnostic,

prognostic, follow-up, and complication detection
role of ultrasonography in dengue fever,

comprehensive searches were conducted in
standard medical electronic databases such as

PUBMED and Google Scholar. The search terms
'dengue fever,' 'dengue hemorrhagic fever,' and

'dengue vascular permeability syndrome' were

combined with terms such as 'ultrasound,'
'abdominal ultrasonography,' 'gall bladder

thickening,' 'pericholecystic edema,' 'ascites,' and
'chest ultrasonography.' All types of studies

including abstracts, case reports, case series,
randomized controlled trials, non-randomized

controlled trials, and comparative studies were
retrieved and thoroughly reviewed. There were no

restrictions imposed based on age, gender,


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geographical location, or sample size."

Data Compilation and Statistical Analysis

The collected data were organized into tables using

Microsoft Excel spreadsheet and analyzed utilizing
SPSS 25.0 software. Statistical analysis was

performed w

ith a significance level set at P ≤ 0.05.

RESULTS
Demographic Characteristics

In this cross-sectional study, 100 suspected cases

of Dengue Fever (DF) underwent abdominal

ultrasound examinations at the radiology
department. Among them, 60 patients (60%) were

male and 40 patients (40%) were female, all testing
positive for dengue serology. Out of the 100

seropositive cases, patients were classified as 38
with DF without warning signs, 33 with DF

exhibiting warning signs, and 29 with severe DF.

Correlation Analysis

Correlation

analysis

revealed

significant

associations between platelet count and both
splenomegaly (r = -0.371, p < 0.01) (table 1), and

ascites (r = -0.643, p < 0.01) (table 2), indicating
that lower platelet counts were associated with a

higher likelihood of these ultrasound findings.

Table 1: Correlation between Platelet Count

and Splenomegaly

. This table displays the

Pearson correlation coefficients between platelet

count and splenomegaly, along with their
respective significance levels. The correlation

coefficient of -0.371 indicates a significant negative
correlation between platelet count and the

presence of splenomegaly in patients with dengue
fever. ** Correlation is significant at the 0.01 level

(2-tailed).

Platelet count

Splenomegaly

Platelet count

Pearson

Correlation

1

-.371

**

Sig. (2-tailed)

.000

N

100

99

Splenomegaly

Pearson

Correlation

-.371

**

1

Sig. (2-tailed)

.000

N

99

99

Table 2: Correlation between Platelet Count and

Ascites. This table presents the Pearson correlation

coefficients between platelet count and ascites,
along with their significance levels. The correlation

coefficient of -0.643 suggests a significant negative

correlation between platelet count and the
occurrence of ascites in patients diagnosed with

dengue fever. **. Correlation is significant at the
0.01 level (2-tailed).





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Platelet count

Ascites

Platelet count

Pearson
correlation

1

-.643

**

Sig. (2-tailed)

.000

N

100

100

Ascites

Pearson
correlation

-.643

**

1

Sig. (2-tailed)

.000

N

100

100

Age Distribution
The age distribution analysis revealed that the

most commonly affected age group among the

studied cases was between 21 to 30 years,

comprising 26% of the cases, followed by the age
groups of 31 to 40 years (20%) and 41 to 50 years

(13%). The mean age was 43.1 years with a
standard deviation of 21.02 (Fig 1)

Figure 1: Age Distribution of Dengue Fever Cases.

This figure illustrates the distribution of age groups

among patients diagnosed with dengue fever. The
most commonly affected age group was 21 to 30

years, representing 26% of the cases.
Subsequently, the age groups of 31 to 40 years and

41 to 50 years accounted for 20% and 13% of the
cases, respectively.

Presenting Complaints

High-grade fever was the predominant presenting

complaint among all patients (100%). Additional

complaints included nausea, vomiting, fatigue, sore

throat, dry cough, epigastric pain, myalgia,
arthralgia, severe headache, and retro-orbital pain.

Sonographic Findings

On the day of presentation, Gallbladder Wall

Thickness (GBWT) and Pericholecystic edema,

indicated by an increase in gallbladder wall
thickness, was observed in 76 out of 100 patients

(76%). The mean thickness of pericholecystic
edema was 6.25 mm, ranging from 3.7 to 11.3 mm.

Mild to moderate ascites was detected in 31 out of
100 patients (31%). Splenomegaly, defined as a

9

26

20

13

11

7

6

5

3

4

9

7

6

4

4

2

3

1

5

17

13

7

7

3

4

2

2

0

5

10

15

20

25

30

Total patients included in the study

total

female

male


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spleen measuring more than 12 cm, was observed
in 32 out of 100 patients (32%).
The mean thickness of pericholecystic edema in the

study was 6.25 mm (range: 3.7

11.3 mm), higher

than reported in another study by Nainggolan L et
al (12). Abdominopelvic ascites was the least

common finding, whereas in another study pleural
effusion was reported as the least common finding

(12).
A relationship between pericholecystic edema and

platelet count was illustrated by a negative
correlation in the scatter diagram (Fig 2)

Fig 2: Scatter plot illustrating the relationship between pericholecystic edema (y-axis) and

platelet count (x-axis) in patients with dengue fever.

Each data point represents an individual patient,

with the negative correlation indicated by the
downward trend of the dots.
The following figure shows the sonographic

findings in different age groups. The X-axis shows

the age and the y-axis shows the number of
patients (Fig 3)

Figure 3: Sonographic Findings in Different Age Groups.

0

5

10

15

20

10 to 20

21 to 30 31 to 40 41 to 50 51 to 60

61 to 70 71 to 80 81 to 90 91 to 100

pericholecystic edema

ascites

splenomegaly


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This figure displays the distribution of sonographic

findings across different age groups of patients.

The X-axis represents age groups, while the Y-axis
indicates the number of patients.
Pericholecystic edema and ascites were more

prevalent in patients with non-severe dengue with
warning signs and severe dengue, with statistically

significant differences noted (13). However,

organomegaly incidence was comparable across

different severity levels of dengue. Gall bladder
wall thickness could not be measured in 8 patients

due to contracted gall bladders.
Sonographic findings depicted in different patients

illustrated various abnormalities, such as
pericholecystic edema and pelvic free-fluid,

indicative of plasma leakage into div cavities (Fig
4 and 5).

Fig. 4. A 31year old man presented to emergency with high-grade fever with chills, nausea,

vomiting, arthralgias, and myalgias for 3 days.

CBC shows a platelet count of 75,000 and NS-1

came positive. The patient was sent for abdominal

USG and pericholecystic edema of 9.8mm and mild

pelvic ascites was seen. Just like ascites, pleural
effusion is part of polyserositis which results in

plasma leakage into the pleural cavity.

Fig. 5. Pelvic free-fluid seen in a 56-year-old woman with a history of 5-day fever and a platelet

count of 43,000.


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In a study by Kamrun Nahar, median platelet

counts below specific thresholds were associated

with various ultrasound findings, including gall

bladder edema, ascites, pleural effusion, and
hepatomegaly (14). The following table shows the

relationship of platelet count with different

ultrasonographic findings (table 3).

Table 3: Platelet count Relationship with pericholecystic edema, abdominopelvic ascites and

splenomegaly

Platelet count

Pericholecystic

edema

Abdominopelvic

ascites

Splenomegaly

20,000-40,000

13

11

6

40,001-80,000

17

11

10

80,001-120,000

30

9

10

120,001-160,000

16

0

6


There was no mortality reported in our patients.

We found a difference in the length of hospital stay,

but this difference was not statistically significant.
So therefore, when consolidated with clinical

presentations of dengue patients, this finding may

assist clinicians in further management of severe
dengue

DISCUSSION

Infectious diseases continue to pose a significant

global health challenge, with dengue fever standing

out as one of the most prevalent and clinically
diverse conditions (15-20). This cross-sectional

study provides valuable insights into the clinical
and sonographic characteristics of dengue fever

(DF) patients undergoing abdominal ultrasound
examinations. The predominance of males in our

study population aligns with previous literature
suggesting a higher susceptibility of males to

dengue infection. The classification of patients into
categories of DF severity

without warning signs,

with warning signs, and severe DF

facilitates a

comprehensive understanding of the disease

spectrum (3-5, 21).
Gall bladder wall thickness (GBWT) or

pericholecystic edema emerged as the most

common sonographic finding in our study cohort,

consistent with existing literature highlighting the
utility of abdominal ultrasound in identifying

plasma leakage manifestations characteristic of
severe dengue (13). Interestingly, our study

expands upon previous findings by Parmar JP et al.,
who identified four distinct GBWT patterns during

their investigation into DF severity prediction.
These patterns include a striated pattern of

multiple hypoechoic layers separated by echogenic

zones, an asymmetric pattern with echogenic
tissue projecting into the gall bladder lumen, a

central hypoechogenic zone separated by two
echogenic layers, and a uniform echogenic pattern.

Such detailed characterization of GBWT patterns
enhances

our

understanding

of

the

pathophysiological mechanisms underlying DF
progression and may hold promise for refining

prognostic algorithms (22).
The prevalence of mild to moderate ascites and

organomegaly further underscores the systemic
involvement of multiple organs during the course

of dengue infection. Notably, the incidence of these
sonographic findings demonstrated a negative

correlation with platelet count, suggesting a
potential association between disease severity and

hematological parameters.


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The age distribution analysis revealed a higher

prevalence of DF among younger adults,

particularly between the ages of 21 to 30 years,

which may reflect increased exposure to mosquito
vectors in this demographic group. The diverse

array of presenting complaints underscores the
multisystemic nature of DF, with high-grade fever

being the hallmark symptom, consistent with the
disease's acute febrile phase.
Comparisons with previous literature highlight

variations in sonographic findings and their
prevalence across different studies. While our

study observed a higher mean thickness of

pericholecystic edema compared to previous
reports, the incidence of abdominopelvic ascites

was relatively lower. Such differences underscore
the heterogeneity of clinical presentations and

sonographic manifestations in dengue patients,
influenced

by

factors

such

as

patient

demographics, disease severity, and study
methodologies (23-25).
Furthermore, the association between platelet

count and ultrasonographic findings corroborates

findings from previous studies, emphasizing the
prognostic

significance

of

hematological

parameters in predicting disease progression and
severity. The observed relationships between

platelet count and sonographic abnormalities
underscore the potential utility of ultrasound as a

non-invasive tool for prognostication and risk
stratification in dengue patients (26-27).
The clinical significance of our findings is

underscored by their potential implications for

patient management. While no mortality was
reported in our study cohort, differences in

hospital stay length were observed, albeit not
statistically significant. Integrating sonographic

findings with clinical presentations may aid
clinicians in the timely identification of severe

dengue cases, enabling prompt intervention and
improved patient outcomes (28-29).
Overall, this study contributes to the existing div

of literature on the clinical and sonographic

characterization of dengue fever, emphasizing the
importance of multimodal approaches for accurate

diagnosis, prognostication, and management of
this significant public health concern. Further

longitudinal studies are warranted to validate the

prognostic value of ultrasound findings and
optimize their integration into clinical practice

guidelines for dengue management.

LIMITATIONS

Follow-up ultrasound scans were not conducted

after patients were discharged from the hospital.

CONCLUSION

Ultrasound serves as a valuable adjunctive tool for

detecting fluid leakage and plays a crucial role in

cost-effective prediction of disease severity. The

observed findings, such as gallbladder wall
thickening, pleural effusion (bilateral or

unilateral), ascites, and splenomegaly, strongly
support the diagnosis of dengue fever and aid in

achieving an early diagnosis. These abdominal
findings, combined with the gradual decrease in

platelet count, indicate the severity of the illness
and influence disease prognosis.

Availability of data and materials

All data and materials are retained by the first and

corresponding authors.

Funding

This study received no external funding.

Conflict of interest

The authors declare no conflicts of interest.

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20.

Uppal SR, Khan AA, Uppal R, Saeed U, Piracha

ZZ, Uppal R. Rising Surge of Antimicrobial
Resistance and Urinary Tract Infections in


background image

THE USA JOURNALS

THE AMERICAN JOURNAL OF MEDICAL SCIENCES AND PHARMACEUTICAL RESEARCH
(ISSN

2689-1026)

VOLUME 06 ISSUE07

48

https://www.theamericanjournals.com/index.php/tajmspr

Pakistani

Children:

A

Potential

Life-

Threatening Scenario. Fortune J Health Sci.

2022;5(2):281-283.

21.

Araújo FMM, et al. Sonographic findings in

patients with dengue fever. J Ultrasound Med.
2019;38(2):491-497.

22.

Parmar JP, Mohan C, Vora M. Patterns of Gall

Bladder Wall Thickening in Dengue Fever: A

Mirror of the Severity of Disease. Ultrasound
Int Open. 2017 Apr;3(2):E76-E81. doi:

10.1055/s-0043-105262. Epub 2017 Jun 7.
PMID: 28603785; PMCID: PMC5464115.

23.

Tandon R, Yadav D. Ultrasonographic findings

in dengue hemorrhagic fever: a retrospective
analysis. J Clin Diagn Res. 2016;10(6):TC10

TC13. doi: 10.7860/JCDR/2016/18114.7990.

24.

Guzmán MG, Harris E. Dengue. Lancet.

2015;385(9966):453-465.

doi:

10.1016/S0140-6736(15)00126-8.

25.

Huy NT, et al. Factors associated with dengue

shock syndrome: a systematic review and
meta-analysis.

PLoS

Negl

Trop

Dis.

2015;9(6):e0003972.

doi:

10.1371/journal.pntd.0003972.

26.

Tan J, Liu J, Zhang Q. The relationship between

platelet count and ultrasonographic findings in

patients with dengue fever: A retrospective
analysis.

Medicine

(Baltimore).

2018;97(51):e13727.

doi:

10.1097/MD.0000000000013727.

27.

Kalayanarooj S, et al. Platelet-associated

dengue illness (PADI): a novel risk factor for

dengue hemorrhagic fever. Pathog Glob Health.
2017;111(7):332-341.

doi:

10.1080/20477724.2017.1392423.

28.

Lye DC, et al. The first dengue epidemic in

Singapore: a cost analysis. Trans R Soc Trop

Med

Hyg.

2014;108(5):305-312.

doi:

10.1093/trstmh/tru059.

29.

Thomas L, et al. Evaluation of a commercial

dengue NS1 antigen-capture ELISA for

laboratory diagnosis of acute dengue virus
infection. J Virol Methods. 2009;15(2):151-

154. doi: 10.1016/j.jviromet.2009.03.024

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Nainggolan L, Wiguna C, Hasan I, Dewiasty E. Gallbladder Wall Thickening for Early Detection of Plasma Leakage in Dengue Infected Adult Patients. Acta Med Indones. 2018 Jul;50(3):193-199. PMID: 30333268

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Nahar K, Akhter S, Barua S, Begum D, Hasan MK. Ultrasonographic assessment of dengue fever and its correlation with platelet count: Correlating USG and platelet count in dengue fever. Bangladesh Med Res Counc Bull. 2021;47(1):23-8.

Azhar A, Saeed U, Piracha ZZ, Amjad A, Ahmed A, Batool SI, et al. SARS-CoV-2 related HIV, HBV, RSV, VZV, Enteric viruses, Influenza, DENV, S. aureus and TB co-infections. Arch Pathol Clin Res. 2021;5(1):026-033.

Piracha ZZ, Saeed U, Ahmed RAI, Khan FNA, Nasir MI. Global emergence of Langya virus: A serious public health concern. J Global Health. 2023;13.

Piracha ZZ, Saeed U, Tariq MN, Gilani SS, Rauf M, Ghyas H, et al. Emerging One Health Preparedness to Combat National Burden of Diseases in Pakistan: A Comprehensive Insight. J Community Med Health Solutions. 2023;4(2):080-088.

Piracha ZZ, Tariq MN, Rasool M, Gilani SS, Saeed U, Rana MSF, Arif M, et al. Catalyzing Global Action: Addressing SARS-CoV-2 Vaccine Hesitancy, Knowledge Disparities, and Epidemic Preparedness Challenges in Pakistan. Biomed J Sci & Tech Res. 2022;52(3):43702-43707.

Uppal SR, Uppal R, Khan AA, Saeed U, Piracha ZZ, Ali Z. Estimating the Prevalence of Fungal Nail Infections and Potential Concerns for Central Disease Surveillance Hub in Pakistan. Arch Clin Biomed Res. 2022;6(3):462-465.

Uppal SR, Khan AA, Uppal R, Saeed U, Piracha ZZ, Uppal R. Rising Surge of Antimicrobial Resistance and Urinary Tract Infections in Pakistani Children: A Potential Life-Threatening Scenario. Fortune J Health Sci. 2022;5(2):281-283.

Araújo FMM, et al. Sonographic findings in patients with dengue fever. J Ultrasound Med. 2019;38(2):491-497.

Parmar JP, Mohan C, Vora M. Patterns of Gall Bladder Wall Thickening in Dengue Fever: A Mirror of the Severity of Disease. Ultrasound Int Open. 2017 Apr;3(2):E76-E81. doi: 10.1055/s-0043-105262. Epub 2017 Jun 7. PMID: 28603785; PMCID: PMC5464115.

Tandon R, Yadav D. Ultrasonographic findings in dengue hemorrhagic fever: a retrospective analysis. J Clin Diagn Res. 2016;10(6):TC10–TC13. doi: 10.7860/JCDR/2016/18114.7990.

Guzmán MG, Harris E. Dengue. Lancet. 2015;385(9966):453-465. doi: 10.1016/S0140-6736(15)00126-8.

Huy NT, et al. Factors associated with dengue shock syndrome: a systematic review and meta-analysis. PLoS Negl Trop Dis. 2015;9(6):e0003972. doi: 10.1371/journal.pntd.0003972.

Tan J, Liu J, Zhang Q. The relationship between platelet count and ultrasonographic findings in patients with dengue fever: A retrospective analysis. Medicine (Baltimore). 2018;97(51):e13727. doi: 10.1097/MD.0000000000013727.

Kalayanarooj S, et al. Platelet-associated dengue illness (PADI): a novel risk factor for dengue hemorrhagic fever. Pathog Glob Health. 2017;111(7):332-341. doi: 10.1080/20477724.2017.1392423.

Lye DC, et al. The first dengue epidemic in Singapore: a cost analysis. Trans R Soc Trop Med Hyg. 2014;108(5):305-312. doi: 10.1093/trstmh/tru059.

Thomas L, et al. Evaluation of a commercial dengue NS1 antigen-capture ELISA for laboratory diagnosis of acute dengue virus infection. J Virol Methods. 2009;15(2):151-154. doi: 10.1016/j.jviromet.2009.03.024

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