Early colorectal cancer diagnosis: A novel methylated stool DNA model enhanced the diagnostic efficiency.

Background: Methylated stool DNA (sDNA) is a reliable noninvasive biomarker for early colorectal cancer (CRC) diagnosis. However, there are barely any diagnostic panels that can achieve both a sensitivity and specificity exceeding 90% simultaneously.

Objective: We aimed to identify a novel methylated sDNA panel and model for the early diagnosis of CRC.

Genome wide identification of novel DNA methylation driven prognostic markers in colorectal cancer.

Colorectal cancer (CRC) stands as a major contributor to cancer-related fatalities within China. There is an urgent need to identify accurate biomarkers for recurrence predicting in CRC. Reduced representation bisulfite sequencing was used to perform a comparative analysis of methylation profiles in tissue samples from 30 recurrence to 30 non-recurrence patients with CRC.

DIEANet: an attention model for histopathological image grading of lung adenocarcinoma based on dimensional information embedding.

Efficient and rapid auxiliary diagnosis of different grades of lung adenocarcinoma is conducive to helping doctors accelerate individualized diagnosis and treatment processes, thus improving patient prognosis. Currently, there is often a problem of large intra-class differences and small inter-class differences between pathological images of lung adenocarcinoma tissues under different grades. If attention mechanisms such as Coordinate Attention (CA) are directly used for lung adenocarcinoma grading tasks, it is prone to excessive compression of feature information and overlooking the issue of information dependency within the same dimension.

Sirtuin 1 activator alleviated lethal inflammatory injury promotion of autophagic degradation of pyruvate kinase M2.

Upregulation of pyruvate kinase M2 (PKM2) is critical for the orchestration of metabolism and inflammation in critical illness, while autophagic degradation is a recently revealed mechanism that counter-regulates PKM2. Accumulating evidence suggests that sirtuin 1 (SIRT1) function as a crucial regulator in autophagy. The present study investigated whether SIRT1 activator would downregulate PKM2 in lethal endotoxemia promotion of its autophagic degradation.

A common human missense mutation of vesicle coat protein SEC23B leads to growth restriction and chronic pancreatitis in mice.

SEC23B is one of two vertebrate paralogs of SEC23, a key component of the coat protein complex II vesicles. Complete deficiency of SEC23B in mice leads to perinatal death caused by massive degeneration of professional secretory tissues. However, functions of SEC23B in postnatal mice and outside professional secretory tissues are unclear.