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Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
Published on: August 16, 2020
Platelet size has diagnostic predictive value for bone marrow metastasis in patients with solid tumors
S Aksoy1, S Kilickap, M Hayran
1Hacettepe University Institute of Oncology, Ankara, Turkey. saksoy07@yahoo.com
Abstract:
Though not very common, solid tumor involvement of the bone marrow (BM) may have serious consequences. Recent studies have shown that mean platelet volume (MPV) is a good indicator for BM disease in the differential diagnosis of thrombocytopenia. We investigated the significance of MPV in the diagnosis of BM metastasis in patients with solid tumors. Patients with histologically-verified solid tumors for whom BM biopsy specimens were available (n = 121) and healthy controls (n = 62) were included in this retrospective study. A total of 183 individuals were analyzed. Of the patients, 61 had a diagnosis of BM metastasis (Group A), 60 did not have BM metastasis (Group B). Group B and C (healthy controls) constituted the control group without BM metastasis (n = 122). The mean MPV was 7.0 +/- 0.8 fl in patients with BM metastasis and 8.4 fl in the control group (P < 0.001). A cut-off point of <7.4 fl was found to have significant predictive value according to receiver-operating characteristics curve analysis. This cut-off point had 85% positive predictive value and 90% negative predictive value in the diagnosis of BM metastasis (odds ratio: 53; 95% confidence interval: 20-135), and a sensitivity of 82.7% and specificity of 89.6%. MPV can be used as a reliable marker to guide the clinician as to the likely presence or absence of BM metastasis in patients with solid tumors.
Insights
Mean platelet volume (MPV) can help detect bone marrow metastasis in solid tumor patients. Lower MPV levels (<7.4 fl) strongly indicate metastasis, aiding clinical decisions.
Area of Science:
- Oncology
- Hematology
- Diagnostic Medicine
Background:
- Bone marrow (BM) metastasis from solid tumors can lead to severe complications.
- Mean platelet volume (MPV) has emerged as a potential biomarker for BM disease in thrombocytopenia diagnosis.
Purpose of the Study:
- To evaluate the diagnostic significance of MPV in identifying bone marrow metastasis in patients with solid tumors.
Main Methods:
- Retrospective analysis of 183 individuals, including 121 patients with solid tumors and 62 healthy controls.
- Comparison of MPV values between patients with confirmed BM metastasis (n=61) and those without (n=60), plus healthy controls (n=62).
Main Results:
- Patients with BM metastasis had a significantly lower mean MPV (7.0 ± 0.8 fl) compared to the control group (8.4 fl, P < 0.001).
- A cut-off MPV of <7.4 fl demonstrated high diagnostic accuracy (82.7% sensitivity, 89.6% specificity) with strong predictive values (85% PPV, 90% NPV).
Conclusions:
- Mean platelet volume is a reliable and accessible marker for assessing the likelihood of bone marrow metastasis in patients with solid tumors.
- MPV can assist clinicians in guiding further diagnostic workup for suspected bone marrow involvement.

