MRI to assess response after neoadjuvant chemotherapy in breast cancer subtypes: a systematic review and meta-analysis.
Liselore M JanssenB M den DekkerK G A GilhuijsP J van DiestE van der WallS G EliasPublished in: NPJ breast cancer (2022)
This meta-analysis aimed to estimate and compare sensitivity, specificity, positive- (PPV) and negative predictive value (NPV) of magnetic resonance imaging (MRI) for predicting pathological complete remission (pCR) after neoadjuvant chemotherapy (NAC) in patients with early-stage breast cancer. We stratified for molecular subtype by immunohistochemistry (IHC) and explored the impact of other factors. Two researchers systematically searched PUBMED and EMBASE to select relevant studies and extract data. For meta-analysis of sensitivity and specificity, we used bivariate random-effects models. Twenty-six included studies contained 4497 patients. There was a significant impact of IHC subtype on post-NAC MRI accuracy (p = 0.0082) for pCR. The pooled sensitivity was 0.67 [95% CI 0.58-0.74] for the HR-/HER2-, 0.65 [95% CI 0.56-0.73] for the HR-/HER2+, 0.55 [95% CI 0.45-0.64] for the HR+/HER2- and 0.60 [95% CI 0.50-0.70] for the HR+/HER2+ subtype. The pooled specificity was 0.85 [95% CI 0.81-0.88] for the HR-/HER2-, 0.81 [95% CI 0.74-0.86] for the HR-/HER2+, 0.88[95% CI 0.84-0.91] for the HR+/HER2- and 0.74 [95% CI 0.63-0.83] for the HR+/HER2+ subtype. The PPV was highest in the HR-/HER2- subtype and lowest in the HR+/HER2- subtype. MRI field strength of 3.0 T was associated with a higher sensitivity compared to 1.5 T (p = 0.00063). The accuracy of MRI for predicting pCR depends on molecular subtype, which should be taken into account in clinical practice. Higher MRI field strength positively impacts accuracy. When intervention trials based on MRI response evaluation are designed, the impact of IHC subtype and field strength on MR accuracy should be considered.
Keyphrases
- magnetic resonance imaging
- contrast enhanced
- neoadjuvant chemotherapy
- diffusion weighted imaging
- early stage
- systematic review
- computed tomography
- randomized controlled trial
- magnetic resonance
- lymph node
- clinical practice
- end stage renal disease
- sentinel lymph node
- transcription factor
- newly diagnosed
- clinical trial
- peritoneal dialysis
- prognostic factors
- radiation therapy
- machine learning
- oxidative stress
- systemic lupus erythematosus
- single molecule
- young adults
- patient reported outcomes
- rectal cancer
- anti inflammatory
- disease activity
- real time pcr
- study protocol
- genome wide analysis
- meta analyses