Identification of Gene Variations Associated with Diabetic Neuropathy Using Bioinformatics Approach

Diabetic neuropathy is the most common complication of diabetes, experienced by almost 90% of diabetic patients. Pain is one of the most common symptoms of diabetic neuropathy, but the pathophysiologic mechanism of pain is not clearly known. The hypothesis of hyperglycemia toxicity to the development of pain complications has been widely accepted worldwide, but there are still other hypotheses proposed. The basic concept in the management of painful diabetic neuropathy is to exclude other causes of peripheral neuropathic pain, improve glycemic control for prophylactic therapy, and use drugs to reduce pain. Diabetic neuropathy variation data can be obtained from the Ensembl Genome Browser. Here, genes associated with 26 variants were selected according to Haploreg version 4.2. In addition, protein expression of missense gene variants was examined using the GTEx portal to determine two variants: rs55703767, which encodes the COL4A3 gene, and rs141560952, which encodes the DIS3L2 gene. According to data obtained from the Ensembl Genome Browser, the two most prevalent populations for SNP rs55703767, which is linked to the COL4A3 gene, are in Africa, while SNP rs141560952, which is linked to the DIS3L2 gene, is most prevalent in Africa, the Americas, East Asia, Europe, and South Asia.

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Journal
SHILAP Revista de lepidopterología
Published
2026-03-01
DOI
https://doi.org/10.33084/bjop.v9i1.7148
Primary Topic
Pain Mechanisms and Treatments
Type
article
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article

Identification of Gene Variations Associated with Diabetic Neuropathy Using Bioinformatics Approach

Lalu Muhammad Irham, Siti Fatimah Sultan, Adisti Putri Novriyanti, Muhammad Ma'ruf et al.
SHILAP Revista de lepidopterología
Pain Mechanisms and Treatments
article

Identification of Gene Variations Associated with Diabetic Neuropathy Using Bioinformatics Approach

Lalu Muhammad Irham, Siti Fatimah Sultan, Adisti Putri Novriyanti, Muhammad Ma'ruf, Siti Rohmah, Nanik Sulistyani
article en

Abstract

Diabetic neuropathy is the most common complication of diabetes, experienced by almost 90% of diabetic patients. Pain is one of the most common symptoms of diabetic neuropathy, but the pathophysiologic mechanism of pain is not clearly known. The hypothesis of hyperglycemia toxicity to the development of pain complications has been widely accepted worldwide, but there are still other hypotheses proposed. The basic concept in the management of painful diabetic neuropathy is to exclude other causes of peripheral neuropathic pain, improve glycemic control for prophylactic therapy, and use drugs to reduce pain. Diabetic neuropathy variation data can be obtained from the Ensembl Genome Browser. Here, genes associated with 26 variants were selected according to Haploreg version 4.2. In addition, protein expression of missense gene variants was examined using the GTEx portal to determine two variants: rs55703767, which encodes the COL4A3 gene, and rs141560952, which encodes the DIS3L2 gene. According to data obtained from the Ensembl Genome Browser, the two most prevalent populations for SNP rs55703767, which is linked to the COL4A3 gene, are in Africa, while SNP rs141560952, which is linked to the DIS3L2 gene, is most prevalent in Africa, the Americas, East Asia, Europe, and South Asia.

SHILAP Revista de lepidopterología
Universitas Ahmad Dahlan (ID), Universitas Patria Artha (ID), National Research, Development and Innovation Office (HU), National Research and Innovation Agency (ID)
Good health and well-being
Openalex Percentile: Top 3%
Pain Mechanisms and Treatments
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Identification of Gene Variations Associated with Diabetic Neuropathy Using Bioinformatics Approach — Lalu Muhammad Irham, Siti Fatimah Sultan, et al. · SHILAP Revista de lepidopterología (2026) | TGRS Research Map | TGRS