ArticleJournal of molecular medicine (Berlin, Germany)2019
Metabolomic signature of type 1 diabetes-induced sensory loss and nerve damage in diabetic neuropathy.
Article in Journal of molecular medicine (Berlin, Germany), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
41 citing papers in PubMed.
- Unexpected Conduction Blocks inClinical case reports · 2026Article
- The Potential Roles of Oral Hypoglycemic Agents to Modulate Mitochondrial Function in Type 1 Diabetes Mellitus: A Scoping Review.Life (Basel, Switzerland) · 2026Review
- Bioenergetic failure in diabetic peripheral neuropathy: from glucotoxicity to multidimensional metabolic imbalance.Journal of neurology · 2026Review
- A plasma metabolomic fingerprint of moderate or severe hearing loss.Metabolomics : Official journal of the Metabolomic Society · 2026Article
- Metabolic reprogramming in diabetic complications: mechanisms, pathologies, and molecular evidence from multi-organ studies.Frontiers in immunology · 2026Review
- Exploring the Effects of Palm Tocotrienol-Rich Fraction in Diabetic Peripheral Neuropathy Rat's Model: An Untargeted Metabolomic Profiling and Correlation Study.International journal of molecular sciences · 2025Article
- Integrated analysis of gut microbiota, fecal and serum metabolites in type 2 diabetes mellitus with peripheral neuropathy.Journal of endocrinological investigation · 2025Article
- Identification and validation of serum amino acids as diagnostic biomarkers for diabetic peripheral neuropathy.World journal of diabetes · 2025Article
- Interventional effects of exercise on neuropathy in patients with diabetes: a systematic review with meta-analysis.BMC sports science, medicine & rehabilitation · 2025Article
- Progress and perspectives of metabolic biomarkers in blood sample for diabetic microvascular complications.Metabolomics : Official journal of the Metabolomic Society · 2025Review
- Aspirin-responsive gene switch regulating therapeutic protein expression.Nature communications · 2025Article
- Metabolomics in Pathogenic Pathways and Targeted Therapies for Diabetic Neuropathy: A Comprehensive Review.Metabolites · 2025Review
- Non-invasive blood glucose monitoring using PPG signals with various deep learning models and implementation using TinyML.Scientific reports · 2025Article
- Protein phosphatase 2Cm-regulated branched-chain amino acid catabolic defect in dorsal root ganglion neurons drives pain sensitization.Acta neuropathologica communications · 2024Article
- Investigating the Link between Intermediate Metabolism, Sexual Dimorphism, and Cardiac Autonomic Dysfunction in Patients with Type 1 Diabetes.Metabolites · 2024Article
- Targeted metabolomics reveals the aberrant energy status in diabetic peripheral neuropathy and the neuroprotective mechanism of traditional Chinese medicine JinMaiTong.Journal of pharmaceutical analysis · 2024Article
- Metabolomics analysis of serum and urine in type 1 diabetes patients with different time in range derived from continuous glucose monitoring.Diabetology & metabolic syndrome · 2024Article
- Article
- Ultra-high performance liquid chromatography coupled to tandem mass spectrometry-based metabolomics study of diabetic distal symmetric polyneuropathy.Journal of diabetes investigation · 2023Article
- Amino acid analysis as a method of discovering biomarkers for diagnosis of diabetes and its complications.Amino acids · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Diabetic-induced peripheral neuropathy (DPN) is a highly complex and frequent diabetic late complication, which is manifested by prolonged hyperglycemia. However, the molecular mechanisms underlying the pathophysiology of nerve damage and sensory loss remain largely unclear. Recently, alteration in metabolic flux has gained attention as a basis for organ damage in diabetes; however, peripheral sensory neurons have not been adequately analyzed with respect to metabolic dysfunction. In the present study, we attempted to delineate the sequence of event occurring in alteration of metabolic pathways in relation to nerve damage and sensory loss. C57Bl6/j wild-type mice were analyzed longitudinally up to 22 weeks in the streptozotocin (STZ) model of type 1 diabetes. The progression of DPN was investigated by behavioral measurements of sensitivity to thermal and mechanical stimuli and quantitative morphological assessment of intraepidermal nerve fiber density. We employed a mass spectrometry-based screen to address alterations in levels of metabolites in peripheral sciatic nerve and amino acids in serum over several months post-STZ administration to elucidate metabolic dysfunction longitudinally in relation to sensory dysfunction. Although hyperglycemia and body weight changes occurred early, sensory loss and reduced intraepithelial branching of nociceptive nerves were only evident at 22 weeks post-STZ. The longitudinal metabolites screen in peripheral nerves demonstrated that compared with buffer-injected age-matched control mice, mice at 12 and 22 weeks post-STZ showed an early impairment the tricaoboxylic acid (TCA cycle), which is the main pathway of carbohydrate metabolism leading to energy generation. We found that levels of citric acid, ketoglutaric acid (2 KG), succinic acid, fumaric acid, and malic acid were observed to be significantly reduced in sciatic nerve at 22 weeks post-STZ. In addition, we also found the increase in levels of sorbitol and L-lactate in peripheral nerve from 12 weeks post-STZ injection. Amino acid screen in serum showed that the amino acids valine (Val), isoleucine (Ile), and leucine (Leu), grouped together as BCAA, increased more than twofold from 12 weeks post-STZ. Similarly, the levels of tyrosine (Tyr), asparagine (Asn), serine (Ser), histidine (His), alanine (Ala), and proline (Pro) showed progressive increase with progression of diabetes. Our results indicate that the impaired TCA cycle metabolites in peripheral nerve are the primary cause of shunting metabolic substrate to compensatory pathways, which leads to sensory nerve fiber loss in skin and contribute to onset and progression of peripheral neuropathy.
Indexed as
Identifiers
30949723What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.