Deployment of a Machine Learning Algorithm in a Real-World Cohort for Quality Control Monitoring of Human Epidermal Growth Factor-2-Stained Clinical Specimens in Breast Cancer.

Context.—: Precise determination of biomarker status is necessary for clinical trial enrollment and endpoint analyses, as well as for optimal treatment determination in real-world practice. However, variabilities may be introduced into this process due to the processing of clinical specimens by different laboratories and assessment by distinct pathologists.

Aberrant expression of collagen type X in solid tumor stroma is associated with EMT, immunosuppressive and pro-metastatic pathways, bone marrow stromal cell signatures, and poor survival prognosis.

Background: Collagen type X (ColXα1, encoded by ) is expressed specifically in the cartilage-to-bone transition, in bone marrow cells, and in osteoarthritic (OA) cartilage. We have previously shown that ColXα1 is expressed in breast tumor stroma, correlates with tumor-infiltrating lymphocytes, and predicts poor adjuvant therapy outcomes in ER/HER2 breast cancer. However, the underlying molecular mechanisms for these effects are unknown.

Metal Punch vs. Drill for Rotator Cuff Anchor Socket Creation; Cadaveric and Clinical Comparisons.

Background: Arthroscopic rotator cuff repair has been shown to decrease pain and increase function of certain rotator cuff tears. One potential source of pain is the technique used for bone tunnel creation in the humerus prior to suture anchor placement. This study compared the standard metal punch method to a continuous drilling method for tunnel creation prior to subsequent suture anchor placement.