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Original Article
3 (
2
); 76-80
doi:
10.25259/KJS_32_2025

Clinical Significance of the Neutrophil-Lymphocyte Ratio as a Prognostic Marker for Adverse Outcomes in Patients with Acute Pancreatitis

Department of General Surgery, Jagadguru Jayadeva Murugarajendra Medical College, Davangere, Karnataka, India.

*Corresponding author: Adarsh V. Honnalli, Department of General Surgery, Jagadguru Jayadeva Murugarajendra, Medical College, Davangere, Karnataka, India. adarshhonnalli75@gmail.com

Licence
This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-Share Alike 4.0 License, which allows others to remix, transform, and build upon the work non-commercially, as long as the author is credited and the new creations are licensed under the identical terms.

How to cite this article: Honnalli AV, Virupaxagouda P. Clinical Significance of the Neutrophil-Lymphocyte Ratio as a Prognostic Marker for Adverse Outcomes in Patients with Acute Pancreatitis. Karnataka J Surg. 2026;3:76-80. doi: 10.25259/KJS_32_2025

Abstract

Objectives:

To evaluate the prognostic value of the neutrophil–lymphocyte ratio (NLR) in patients with acute pancreatitis and to determine its usefulness in predicting disease severity and adverse outcomes.

Material and Methods:

A prospective cross-sectional study including 50 patients diagnosed with acute pancreatitis. NLR was calculated on day 0, day 1, and day 2 and compared across CT severity groups. Statistical analysis was performed using ANOVA and chi-square tests.

Results:

NLR declined in mild and moderate cases but increased significantly in severe cases. The difference among groups was statistically highly significant (P < 0.01). Higher NLR was associated with longer hospital stay and organ dysfunction.

Conclusion:

NLR is a simple, cost-effective and reliable marker for early assessment of severity and prognosis in acute pancreatitis.

Keywords

Acute pancreatitis
Mild acute pancreatitis
Moderate acute pancreatitis
Neutrophil-Lymphocyte ratio (NLR)
Severe acute pancreatitis

INTRODUCTION

Acute pancreatitis is a common cause of emergency hospital admissions in India. It is an acute inflammatory process of the pancreas, beginning with local acinar cell injury and potentially involving other regional tissues or remote organ systems. While most cases are mild and self-limiting, severe acute pancreatitis (SAP) can be complicated by necrosis and organ failure in approximately 25% of patients, with mortality rates reported as high as 50%.[1]

Multiple factors can initiate acute pancreatitis, including gallstones, alcohol, trauma, infections, and hereditary conditions. About 75% of cases are attributed to gallstones or alcohol consumption. The severity of the disease is closely linked to extrapancreatic organ failure secondary to the patient’s systemic inflammatory response. Poor prognosis in SAP is often due to uncontrolled systemic inflammatory response syndrome (SIRS) or multi-organ dysfunction syndrome.

Historically, pancreatitis has been regarded as a disorder of pancreatic self-digestion, wherein intracellular activation of digestive proteases causes tissue injury. In the early stages, macrophages, neutrophils, and endothelial cells become activated. Chemokines released from damaged pancreatic cells attract additional inflammatory cells, whose systemic effects determine disease severity.[2]

Neutrophils drive SIRS and the inflammatory cascade in acute pancreatitis, whereas lymphocyte depletion—seen in severe sepsis—is associated with poor outcomes. An elevated neutrophil count with a concomitant reduction in lymphocyte count has been linked to severe sepsis, bacteraemia, and surgical stress. Compared to the total white blood cell (WBC) count, neutrophil and lymphocyte counts more accurately reflect the immune response.[3]

Identifying reliable predictors of disease severity is essential for clinical decision-making. The neutrophil-lymphocyte ratio (NLR), derived from the WBC differential count, offers a simple, rapid, and inexpensive marker of inflammatory burden. In resource-limited settings like India, with a low doctor-to-patient ratio and limited diagnostic facilities in peripheral hospitals, differential WBC count is a practical option.[4]

In clinical assessment, NLR is calculated on day 0 (admission), day 1, day 2 and is correlated with disease severity [Figures 1-3]. Severity classification is typically based on the Modified Computed Tomography Severity Index (MCTSI) for acute pancreatitis.

Mean NLR at day 0. NLR: Neutrophil lymphocyte ratio.
Figure 1: Mean NLR at day 0. NLR: Neutrophil lymphocyte ratio.
Mean NLR at day 1. NLR: Neutrophil lymphocyte ratio.
Figure 2: Mean NLR at day 1. NLR: Neutrophil lymphocyte ratio.
Mean NLR at day 2. NLR: Neutrophil lymphocyte ratio.
Figure 3: Mean NLR at day 2. NLR: Neutrophil lymphocyte ratio.

Aims and objectives

Aims

  • To investigate the prognostic value of the NLR in patients with acute pancreatitis.

  • To determine the optimal NLR threshold for predicting disease severity.

Objectives

  • To compare NLR values on day 0 (admission), day 1, and day 2 among patients with mild, moderate, and SAP.

  • To evaluate the usefulness of NLR in predicting the length of hospital stay and the need for intensive care unit (ICU) admission.

  • To assess the ability of NLR to predict the early manifestation of SAP and associated organ failure.

MATERIAL AND METHODS

Study Design

This is a prospective, cross-sectional, descriptive study.

Study Setting and Source of Data

The study population will comprise patients diagnosed with acute pancreatitis who seek treatment at hospitals attached to the Department of General Surgery, J.J.M. Medical College, Davangere, Karnataka, India.

Study Period

May 2023 to April 2025.

Sample Size

A total of 50 patients diagnosed with acute pancreatitis and fulfilling the inclusion and exclusion criteria were enrolled.

Method of Data Collection

Eligible patients admitted to Chigateri General Hospital and Bapuji Hospital, Davangere, will form the study group. All patients will be evaluated using the following protocol:

  • Detailed history taking, including any prior episodes of acute pancreatitis and treatments received.

  • Comprehensive clinical examination.

  • Abdominal ultrasonography.

  • Differential WBC count with calculation of the NLR.

Inclusion Criteria

Patients will be diagnosed with acute pancreatitis if two or more of the following criteria are present:

  1. Abdominal pain consistent with acute pancreatitis (acute onset of persistent, severe epigastric pain often radiating to the back).

  2. Serum amylase and/or lipase level is at least three times greater than the upper limit of normal.

  3. Imaging features characteristic of acute pancreatitis on contrast-enhanced computed tomography (CECT) or transabdominal ultrasonography.

Exclusion Criteria

Patients with the following conditions will be excluded:

  1. Chronic pancreatitis.

  2. Acute on chronic pancreatitis.

  3. Acute pancreatitis with underlying autoimmune disorders, haematological malignancies, or those receiving immunotherapy.

  4. Post-endoscopic retrograde cholangiopancreatography pancreatitis.

Technique

Blood samples will be collected within two hours of hospital admission (day 0), as well as on day 1 and day 2 of hospitalisation [Figures 4 and 5]. Appropriate biochemical investigations will be performed. Imaging studies, including plain chest radiography, upright abdominal radiography, abdominal ultrasonography, and CECT of the abdomen, will be carried out as indicated. Radiological reports will be obtained from certified radiologists.

Neutrophils at days 0, 1 and 2 among CT severity groups. CT: Computed tomography
Figure 4: Neutrophils at days 0, 1 and 2 among CT severity groups. CT: Computed tomography
Lymphocytes at days 0, 1 and 2 among CT severity groups. CT: Computed tomography
Figure 5: Lymphocytes at days 0, 1 and 2 among CT severity groups. CT: Computed tomography

NLR Calculation

The NLR will be calculated as the ratio of the absolute neutrophil count to the absolute lymphocyte count, both expressed in cells/µl.[5]

Statistical analysis

The data collected was entered into an Excel sheet and was analysed using SPSS version 25.0. Qualitative variables were expressed as frequencies (percentages) and quantitative variables as mean ± SD. Continuous variables were interpreted by ANOVA, and categorical variables were interpreted by the chi-square test. A P-value < 0.05 was considered to be statistically significant, and a P-value < 0.01 was considered to be highly statistically significant.

RESULTS

Figure 6 shows the mean NLR values across three days for patients categorised as having mild, moderate, and severe pancreatitis. In the mild group, the NLR shows a consistent decline from 3.43 on Day 0 to 2.62 on Day 2, suggesting a positive response or recovery trend. Similarly, the moderate group shows a decrease from 6.27 on Day 0 to 4.13 by Day 2. In contrast, the severe group exhibits a sharp rise in NLR, increasing from 10.09 on Day 0 to 15.28 on Day 2, indicating a potential escalation in disease severity or ongoing inflammatory response. This trend highlights the importance of monitoring NLR as a marker of disease progression and response to treatment in acute pancreatitis.

NLR at days 0, 1 and 2 among CT severity groups. NLR: Neutrophil lymphocyte ratio, CT: Computed tomography.
Figure 6: NLR at days 0, 1 and 2 among CT severity groups. NLR: Neutrophil lymphocyte ratio, CT: Computed tomography.

NLR reflects disease severity in pancreatitis, normalising in mild and moderate cases but remaining elevated in the severe group [Figures 7 and 8]. Severe cases show rising NLR, longer hospital stays, organ dysfunction, and more complications. The difference in NLR among mild, moderate, and severe groups was compared and noted to be statistically highly significant (P < 0.01).[6]

Organ dysfunction among CT severity groups. CT: Computed tomography, RS: Respiratory system, CVS: Cardiovascular system.
Figure 7: Organ dysfunction among CT severity groups. CT: Computed tomography, RS: Respiratory system, CVS: Cardiovascular system.
Duration of stay among CT severity groups. CT: Computed tomography
Figure 8: Duration of stay among CT severity groups. CT: Computed tomography

DISCUSSION

This study, involving 50 patients, found acute pancreatitis to be predominantly a male disease (96% male vs. 4% female), consistent with previous Indian studies and attributed mainly to higher alcohol consumption among men. The most affected age group was 31–40 years, with a mean age of 34.5 years. Alcohol was the leading cause (92%), followed by gallstones. Severity varied across alcohol-related cases: 11 mild, 16 moderate, and 19 severe, with no significant link between alcohol consumption and MCTSI scores.

Biochemical analysis revealed progressively higher mean serum amylase (mild: 376.67, moderate: 942.35, severe: 2516.43 U/l) and serum lipase (mild: 1036.25, moderate: 1789.29, severe: 5852.62 U/l) levels with increasing severity, both statistically significant (P < 0.01).

The NLR emerged as a strong indicator of disease severity. On day 0, NLR values were 3.43 (mild), 6.27 (moderate), and 10.79 (severe). By day 2, mild cases declined to 2.62, moderate to 4.13, but severe cases rose to 15.28, indicating persistent inflammation or worsening disease. These changes were statistically significant (P < 0.01) [Table 1].

Table 1: Comparison of mean NLR values among CT severity groups on Day 0.
Group No. CT severity NLR F D.F P - value
Mean SD
1 Mild 3.43 0.62 106.7 2.47 <0.01**
2 Moderate 6.27 1.01
3 Severe 10.09 1.71

“**” indicates statistically highly significant (P < 0.01). CT: Computed tomography, NLR: Neutrophil lymphocyte ratio, D.F: Degrees of freedom, SD: Standard deviation.

Pathophysiologically, acute pancreatitis triggers cytokine-mediated neutrophil recruitment, leading to inflammation and tissue damage. Severe cases showed persistent neutrophilia and lymphopenia, the latter linked to ongoing inflammation, sepsis, and poorer outcomes. The elevated NLR in severe cases reflected both increased neutrophil counts and sustained lymphopenia.[7]

Findings aligned with prior research:

  • Suppiah et al. – NLR normalises in favourable outcomes but stays elevated in poor prognosis.[1]

  • Azab et al. – NLR ≥4.7 predicts ICU admission and mortality better than total WBC or individual cell counts.[3]

A key advantage of NLR is its simplicity and cost-effectiveness. It requires only a routine total and differential WBC count, unlike complex scoring systems (e.g., Ranson’s, Glasgow) that require multiple parameters and a 48-hour delay before prognostication. In contrast, NLR can be measured on admission and monitored dynamically to detect early progression toward severe disease, enabling timely intervention.[8]

This is especially relevant in India, where resource limitations and low doctor-patient ratios hinder complex testing. Alcohol-related pancreatitis is common among low socioeconomic groups, and frequent specialised tests may be unaffordable. NLR offers an affordable, repeatable, and rapid prognostic tool suitable for peripheral and secondary healthcare centres, helping guide referrals for intensive care in high-risk patients, potentially reducing morbidity and mortality.[5]

CONCLUSION

In this study, the NLR has been shown to be an effective single marker for evaluating the severity of acute pancreatitis.

NLR can be easily computed and is part of standard laboratory tests conducted for all patients upon their admission. As a routine test, it imposes no extra financial burden on patients. NLR appears to have a strong correlation with the severity and outcomes of acute pancreatitis. Daily monitoring will provide a continuous overview of the body’s immune and inflammatory responses to pancreatitis, allowing for earlier prognosis predictions.

The assessment of NLR overcomes the limitations of Ranson’s scoring system, as it can be utilised upon admission and monitored within the first 48 hours. It also addresses the limitations of the APACHE II scoring system by not requiring multiple parameters for evaluation.

However, further research is necessary to accurately determine the optimal NLR and to explore whether its inclusion can enhance the precision of existing prognostic scoring systems for acute pancreatitis.

Author contributions

PV and AVH: Concepts, design, definition of intellectual content, literature search, clinical studies, experimental studies, data acquisition, data analysis, statistical analysis, manuscript preparation, manuscript editing and review.

Ethical approval

The research/study approved by the Institutional Ethics Committee at JJM Medical college, number JJMMC/IECSyc-81-2023, dated 20-04-2023.

Declaration of patient consent

The authors certify that they have obtained all appropriate patient consent forms. In the form, the patient has given consent for clinical information to be reported in the journal. The patient understand that the patient’s names and initials will not be published and due efforts will be made to conceal their identity, but anonymity cannot be guaranteed.

Conflicts of interest

There are no conflicts of interest.

Use of artificial intelligence (AI)-assisted technology for manuscript preparation

The authors confirm that there was no use of artificial intelligence (AI)-assisted technology for assisting in the writing or editing of the manuscript and no images were manipulated using AI.

Financial support and sponsorship: Nil.

References

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