# Re-Evaluating the Treatment Plan for Diabetic Macular Edema Based on Early Identification of Response and Possible Biochemical Predictors of Non-Response After the First Intravitreal Ranibizumab Injection

**Authors:** Sameh Mohamed Elgouhary, Noha Rabie Bayomy, Mohamed Khaled Elfarash, Sara Zakaria Aboali, Sara Abdelmageed Barakat, Mona Abdelhamid Elnaggar, Noha Khirat Gaber

PMC · DOI: 10.3390/biomedicines13102438 · Biomedicines · 2025-10-07

## TL;DR

This study proposes a new approach to managing diabetic macular edema by identifying early responders and non-responders to treatment and using biochemical markers to guide personalized care.

## Contribution

The study introduces a clinical–biochemical panel to predict non-response to ranibizumab and adjust treatment plans accordingly.

## Key findings

- Macular ischemia and specific aqueous markers significantly affect response to IVR.
- Hexokinase 1, MPO, and SEMA4D are key biochemical indicators for non-response prediction.
- Early categorization of patients improves potential for personalized treatment adjustments.

## Abstract

Background: This study aimed to change the current concept of diabetic macular edema (DME) management through (1) early categorization of our DME patients into either responders or non-responders after the first intravitreal Ranibizumab (IVR) injection, and (2) finding a suitable clinical–biochemical diagnostic panel to identify the possible cause(s) of non-response in each non-responder and changing the treatment plan in each particular patient accordingly. Patients and methods: Our study included 64 eyes of 40 patients with DME (Group A, DME patients) and 40 eyes of 40 healthy individuals matched for age and sex (Group B, controls). Blood and aqueous samples were collected from the study participants before and one month after IVR injection. The DME patients were further subdivided into responders and non-responders according to their response to the first IVR injection. Lymphocyte activation markers, NETosis markers, angiogenic factors, astrocytes, innate immunity, and inflammasome markers were assessed in both groups. Results: Multivariate regression analysis revealed that macular ischemia, aqueous levels of hexokinase 1, SELL CD62L, ELANE, MPO, VEGFA, and SEMA4D were the most significant factors affecting the response to IVR (p < 0.05). Conclusions: defining our DME patients as responders and non-responders after the first IVR injection, combined with potential utilization of a clinical–biochemical panel (macular ischemia- PCR array of combined Hexokinase 1, MPO, and SEMA4D) in each non-responder, may represent a good starting point for changing the current DME management strategy.

## Linked entities

- **Proteins:** HK1 (hexokinase 1), MPO (myeloperoxidase), SEMA4D (semaphorin 4D), VEGFA (vascular endothelial growth factor A), ELANE (elastase, neutrophil expressed)
- **Diseases:** diabetic macular edema (MONDO:0004728)

## Full-text entities

- **Genes:** HK1 (hexokinase 1) [NCBI Gene 3098] {aka CNSHA5, HK, HK1-ta, HK1-tb, HK1-tc, HKD}, VEGFA (vascular endothelial growth factor A) [NCBI Gene 7422] {aka L-VEGF, MVCD1, VEGF, VPF}, SEMA4D (semaphorin 4D) [NCBI Gene 10507] {aka A8, BB18, C9orf164, CD100, COLL4, GR3}, ELANE (elastase, neutrophil expressed) [NCBI Gene 1991] {aka ELA2, GE, HLE, HNE, NE, PMN-E}, SELL (selectin L) [NCBI Gene 6402] {aka CD62L, LAM1, LECAM1, LEU8, LNHR, LSEL}, MPO (myeloperoxidase) [NCBI Gene 4353]
- **Diseases:** macular (MESH:D008268), DME (MESH:D008269), ischemia (MESH:D007511)
- **Chemicals:** IVR (-), Ranibizumab (MESH:D000069579)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

22 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12561127/full.md

## References

67 references — full list in the complete paper: https://tomesphere.com/paper/PMC12561127/full.md

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Source: https://tomesphere.com/paper/PMC12561127