Publications by authors named "Minchang Jang"

Transcriptional regulatory networks (TRNs) in bacteria are crucial for elucidating the mechanisms that regulate gene expression and cellular responses to environmental stimuli. These networks delineate the interactions between transcription factors (TFs) and their target genes, thereby uncovering the regulatory processes that modulate gene expression under varying environmental conditions. Analyzing TRNs offers valuable insights into bacterial adaptation, stress responses, and metabolic optimization from an evolutionary standpoint.

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Three RpoD-family sigma factors, RpoD, RpoS, and RpoH, play critical roles in transcriptional regulation in Salmonella enterica serovar Typhimurium under heat shock conditions. However, the genome-wide regulatory mechanisms of these sigma factors in response to heat stress have remained elusive. In this study, we comprehensively identified 2,319, 2,226, and 213 genome-wide binding sites for RpoD, RpoS, and RpoH, respectively, under sublethal heat shock conditions (42°C).

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Article Synopsis
  • Early detection of bone tumors in the proximal femur is essential for effective treatment, prompting this study to develop an AI model for classification using plain radiographs.
  • The study used 538 hip radiographs, training a deep learning model to differentiate between benign, malignant, and tumor-free images, achieving a high diagnostic accuracy of 0.853 compared to the average accuracy of four human doctors.
  • The AI model showed superior performance with a high AUROC score (0.953), indicating its potential to lessen diagnostic errors, especially by non-specialist doctors in the field of musculoskeletal oncology.
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