Gender-Specific Response in Pain and Function to Biologic Treatment of Knee Osteoarthritis: A Gender-Bias-Mitigated, Observational, Intention-to-Treat Study at Two Years.
Tiffanie-Marie BorgNima HeidariAli NooraniMark SlevinAngela CullenStefano OlgiatiAlberto ZerbiAlessandro DanoviAdrian WilsonPublished in: Stem cells international (2021)
Knee osteoarthritis is a major cause of disability worldwide. Newer modalities of treatment with less morbidity, such as intra-articular injection of microfragmented fat (MFAT), are showing promise. We report on our novel observation that women show a greater improvement in pain and function to MFAT than men. Traditionally, women have been underrepresented in studies and studies with both sexes regularly fail to analyze the results by sex. To mitigate for this bias and quantify it, we describe a technique using reproducible statistical analysis and replicable results with Open Access statistical software R to calculate the magnitude of this difference. Genetic, hormonal, environmental, and age factors play a role in our observed difference between the sexes. There is a need for further studies to identify the molecular basis for this difference and be able to utilize it to improve outcome for both women and men.
Keyphrases
- knee osteoarthritis
- polycystic ovary syndrome
- chronic pain
- pregnancy outcomes
- mental health
- case control
- pain management
- adipose tissue
- rheumatoid arthritis
- cervical cancer screening
- multiple sclerosis
- insulin resistance
- type diabetes
- genome wide
- dna methylation
- minimally invasive
- metabolic syndrome
- gene expression
- spinal cord injury
- skeletal muscle
- big data
- copy number
- climate change
- human health
- fatty acid
- artificial intelligence
- risk assessment