Diagnostic Performance of CBC-Derived Inflammatory Ratios (SII, NLR, PLR) for Identifying Biopsy-Proven Microscopic Gut Inflammation Despite Normal Endoscopy.
13 affiliations
- 1Internal Medicine, Mardan Medical Complex, Mardan, PAK.
- 2Internal Medicine, Federal Government Polyclinic Hospital, Islamabad, PAK.
- 3Dermatology, Ala-Too International University, Bishkek, KGZ.
- 4General Physician, Islam Medical College, Sialkot, PAK.
- 5Internal Medicine, Gulf Medical University, Dubai, ARE.
- 6Internal Medicine, Shaikh Zayed Postgraduate Medical Institute, Lahore, PAK.
- 7Internal medicine, BronxCare Health System, New York, USA.
- 8Medicine, Liaquat University of Medical and Health Sciences, Jamshoro, PAK.
- 9Medicine, Chaudhry Hospital, Lahore, PAK.
- 10Medicine, Services Institute of Medical Sciences, Lahore, PAK.
- 11Clinical Immunology, Sudan Medical Specialization Board, Khartoum, SDN.
- 12Internal Medicine, Omdurman Military Hospital, Khartoum, SDN.
- 13Internal Medicine, University of Health Sciences, Lahore, PAK.
Abstract
Background Intestinal inflammation may be present in the early stages without endoscopic abnormalities, making timely diagnosis difficult. The inflammatory ratios calculated from complete blood count (CBC) have been proposed as noninvasive markers of inflammatory activity; among these, three are noteworthy: the neutrophil-to-lymphocyte ratio (NLR), the platelet-to-lymphocyte ratio (PLR), and the systemic immune-inflammation index (SII). Methods A cross-sectional analytical study was conducted among 350 adults undergoing upper gastrointestinal endoscopy or colonoscopy with biopsy. Patients were divided into two groups: Group A (patients with normal endoscopy and normal biopsy; n=106) and Group B (patients with normal endoscopy and biopsy-proven microscopic inflammation; n=244). Hematological parameters were obtained before the procedure and used to calculate CBC-derived inflammatory ratios. To compare inflammatory indices between groups, Mann-Whitney U tests were used. Binary logistic regression was used to evaluate associations between inflammatory indices and biopsy-proven microscopic gut inflammation after adjustment for selected clinical variables. Receiver operating characteristic (ROC) curve analysis was performed to assess the discriminatory performance of NLR, PLR, and SII. Results NLR, PLR, and SII were significantly elevated in those with biopsy-proven microscopic inflammation in the absence of endoscopic inflammation (all p<0.001). Multivariable logistic regression demonstrated significant associations between NLR (odds ratio (OR)=1.57, 95% confidence interval (CI): 1.340-1.835, p<0.001), PLR (OR=1.012, 95% CI: 1.004-1.020, p=0.003), and SII (OR=1.025, 95% CI: 1.019-1.031, p<0.001) and biopsy-proven microscopic gut inflammation. ROC analysis showed that SII had the highest discriminatory performance (area under the curve (AUC)=0.776, 95% CI: 0.720-0.831), followed by PLR (AUC=0.729, 95% CI: 0.668-0.790) and NLR (AUC=0.684, 95% CI: 0.620-0.748). Conclusion CBC-derived inflammatory ratios, especially SII, could serve as simple, inexpensive, and non-invasive adjunctive markers for identifying biopsy-proven microscopic gut inflammation despite normal endoscopic findings. Their use may provide additional information for identifying patients who may warrant further gastrointestinal evaluation.
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BibTeX
@article{ahmad2026diagnostic,
title = {{Diagnostic Performance of CBC-Derived Inflammatory Ratios (SII, NLR, PLR) for Identifying Biopsy-Proven Microscopic Gut Inflammation Despite Normal Endoscopy.}},
author = {Hamid Ahmad and Muhammad Muzammil Hussain and Aya Ibrihim and Saad Chaudry and Nitin Wathore and Abdul Rashid Sheikh and Tosin Ayantoyinbo and Noor-Ul-Huda Tunio and Zukhruf Zahoor and Lamis Beshir and Ali Farid},
journal = {Cureus},
year = {2026},
month = sep,
doi = {10.7759/cureus.116884},
url = {https://europepmc.org/article/MED/42928947},
note = {CC BY},
}
RIS
TY - JOUR
TI - Diagnostic Performance of CBC-Derived Inflammatory Ratios (SII, NLR, PLR) for Identifying Biopsy-Proven Microscopic Gut Inflammation Despite Normal Endoscopy.
AU - Hamid Ahmad
AU - Muhammad Muzammil Hussain
AU - Aya Ibrihim
AU - Saad Chaudry
AU - Nitin Wathore
AU - Abdul Rashid Sheikh
AU - Tosin Ayantoyinbo
AU - Noor-Ul-Huda Tunio
AU - Zukhruf Zahoor
AU - Lamis Beshir
AU - Ali Farid
PY - 2026
DA - 2026/09/24
JO - Cureus
DO - 10.7759/cureus.116884
UR - https://europepmc.org/article/MED/42928947
AB - Background Intestinal inflammation may be present in the early stages without endoscopic abnormalities, making timely diagnosis difficult. The inflammatory ratios calculated from complete blood count (CBC) have been proposed as noninvasive markers of inflammatory activity; among these, three are noteworthy: the neutrophil-to-lymphocyte ratio (NLR), the platelet-to-lymphocyte ratio (PLR), and the systemic immune-inflammation index (SII). Methods A cross-sectional analytical study was conducted among 350 adults undergoing upper gastrointestinal endoscopy or colonoscopy with biopsy. Patients were divided into two groups: Group A (patients with normal endoscopy and normal biopsy; n=106) and Group B (patients with normal endoscopy and biopsy-proven microscopic inflammation; n=244). Hematological parameters were obtained before the procedure and used to calculate CBC-derived inflammatory ratios. To compare inflammatory indices between groups, Mann-Whitney U tests were used. Binary logistic regression was used to evaluate associations between inflammatory indices and biopsy-proven microscopic gut inflammation after adjustment for selected clinical variables. Receiver operating characteristic (ROC) curve analysis was performed to assess the discriminatory performance of NLR, PLR, and SII. Results NLR, PLR, and SII were significantly elevated in those with biopsy-proven microscopic inflammation in the absence of endoscopic inflammation (all p<0.001). Multivariable logistic regression demonstrated significant associations between NLR (odds ratio (OR)=1.57, 95% confidence interval (CI): 1.340-1.835, p<0.001), PLR (OR=1.012, 95% CI: 1.004-1.020, p=0.003), and SII (OR=1.025, 95% CI: 1.019-1.031, p<0.001) and biopsy-proven microscopic gut inflammation. ROC analysis showed that SII had the highest discriminatory performance (area under the curve (AUC)=0.776, 95% CI: 0.720-0.831), followed by PLR (AUC=0.729, 95% CI: 0.668-0.790) and NLR (AUC=0.684, 95% CI: 0.620-0.748). Conclusion CBC-derived inflammatory ratios, especially SII, could serve as simple, inexpensive, and non-invasive adjunctive markers for identifying biopsy-proven microscopic gut inflammation despite normal endoscopic findings. Their use may provide additional information for identifying patients who may warrant further gastrointestinal evaluation.
SN - 2168-8184
ER -