The 15 mitochondria-related DEPs highlight their central role in tumor metabolism, regulating molecular mechanisms such as mitochondrial translation elongation factor (TSFM) and mitochondrial ribosomal proteins (MRPL series), enhancing the energy production capacity of mitochondria and supporting the proliferation needs of tumor cells in a low necrosis rate environment. Here, TSFM is linked to neoplasm.