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Updated: Jul 13, 2026

Early Detection of Drug-Induced Renal Hemodynamic Dysfunction Using Sonographic Technology in Rats
Published on: March 11, 2016
Imaging and spatial omics of kidney injury: significance, challenges, advances and perspectives
Zehua Li1,2,3, Yao Lu1,2,3, Li Yang1,2,3
1Renal Division, Peking University Institute of Nephrology, Peking University First Hospital, Beijing, China.
Abstract:
The kidneys are susceptible to a range of insults that can cause damage to them. Early diagnosis, timely prevention, and proper treatment are crucial for improving the outcome of kidney injury. However, the complexity of renal structure and function makes it difficult to reach the demand of early detection and comprehensive evaluation of kidney injury. No successful drug therapy caused by the elaborate pathogenesis mechanism network of kidney injury calls for a systematical interpretation in mechanism researches. Recent advances in renal imaging and omics studies have provided novel views and deeper insights into kidney injury, but also raise challenges in reaching a comprehensive cellular and molecular atlas of kidney injury. Progresses in imaging and omics of kidney injury are being made in various directions, with the initiative of construction a high-resolution structural atlas of kidney, dynamic and non-invasive evaluation of renal function, and systematic establishment of spatially resolved molecular atlas by transcriptomics and metabolomics. With the limitations of a single modality, novel multimodal integration technologies of imaging and omics are being attempted to achieve a systematic description of nephropathy mechanisms. Further extensive efforts in renal multimodal imaging and omics studies are extremely required to deepen our understanding on kidney injury in the context of diagnostic, mechanistic and therapeutic perspectives.
Insights
Early detection and treatment of kidney injury are vital, but complex renal structures hinder diagnosis. Integrating advanced imaging and omics technologies offers a promising path toward understanding and treating kidney diseases.
Area of Science:
- Nephrology and biomedical imaging.
- Molecular biology and systems biology.
Background:
- Kidney injury (KI) poses significant health challenges, necessitating early diagnosis and effective treatments.
- The intricate structure and function of kidneys complicate early detection and comprehensive evaluation of KI.
- Current understanding of KI pathogenesis is limited by complex mechanisms, hindering successful drug development.
Purpose of the Study:
- To highlight recent advances in renal imaging and omics for kidney injury research.
- To address the challenges in creating a comprehensive cellular and molecular atlas of kidney injury.
- To emphasize the need for multimodal integration technologies for a systematic understanding of nephropathy.
Main Methods:
- Utilizing high-resolution structural atlases of the kidney.
- Employing dynamic and non-invasive evaluation of renal function.
- Establishing spatially resolved molecular atlases through transcriptomics and metabolomics.
Main Results:
- Recent progress in renal imaging and omics provides new insights into kidney injury.
- Multimodal integration of imaging and omics technologies are being explored to overcome single-modality limitations.
- These approaches aim for a systematic description of nephropathy mechanisms.
Conclusions:
- Further extensive research in renal multimodal imaging and omics is crucial.
- Deepening the understanding of kidney injury from diagnostic, mechanistic, and therapeutic perspectives is essential.
- Developing integrated approaches will advance the diagnosis, treatment, and prevention of kidney diseases.
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