Multivariate analysis approach to the serum peptide profile of morbidly obese patients.

BACKGROUND: Obesity is currently epidemic in many countries worldwide and is strongly related to diabetes and cardiovascular disease. Mass spectrometry, in particular matrix-assisted laser desorption/ionization time of flight (MALDI-TOF) is currently used for detecting different pattern of expressed protein. This study investigated the differences in low molecular weight (LMW) peptide profiles between obese and normal-weight subjects in combination with multivariate statistical analysis. MATERIALS: Serum samples of 60 obese patients and 10 healthy subjects were treated by cut-off membrane (30000 Da) to remove the most abundant proteins. The filtrates containing the LMW protein/peptides were analyzed by MALDI-TOF mass spectrometry. Dataset was elaborated to align and normalize the spectra. We performed cluster analysis and principal component analysis to detect some ionic species that could characterize and classify the subject groups. RESULTS: We observed a down-expression of ionic species at m/z 655.94 and an over-expression of species at m/z 1518.78, 1536.77, 1537.78 and 1537.81 in obese patients. Furthermore we found some ionic species that can distinguish obese patients with diabetes from those with normal glucose level. CONCLUSION: Serum peptide profile of LMW associate with multivariate statistical approach was revealed as a promising tool to discriminate and characterize obese patients and it was able to stratify them in relation to comorbidity that usually are associated with this disease. Further research involving a larger sample will be required to validate these findings.

Circulating cell-free DNA: a promising marker of regional lymphonode metastasis in breast cancer patients.

PURPOSE: We undertook the current study with untreated breast cancer to (1) role the variations in the plasma levels of cfDNA and the size distribution in early stage, (2) determine the frequency in plasma of methylation of three candidate genes, RASSF1A, MAL, and SFRP1, and (3) to determine whether detection of cfDNA variations and methylation changes in plasma might have specific clinical utility. METHODS AND MATERIALS: Thirty-nine patients woman patients (median age 64 years; range, 36-90 years) who underwent surgery for primary BR and 49 healthy females' subjects (control group without any breast lesion) were evaluated. The cfDNA levels were analyzed using quantitative real-time polymerase chain reaction of ß-globin. Based on the ALU repeats, the cfDNA was considered as either total (fragments of 115 bp, ALU115) or tumoral (fragments of 247 bp, ALU247). The association between the levels of the ALU247, ALU115 repeat, and ALU 247/115and the pathologic tumor characteristics was analyzed. Used methylight qPCR method, cfDNA from plasma samples of healthy donors and patients with breast cancer were evaluated for the diagnotic value of the methylation status of three genes (RASSF1A, MAL, SFRP1) frequently methylated in breast cancer. RESULTS: The baseline levels of cfDNA were significantly higher in the patients with cancer, and the level of ALU247 was the most accurate circulating cfDNA marker in discriminating the cancer from non-cancer subjects. A high statistical significance was found by considering the T stage and patients with regional LN metastasis positive cancers showed significantly higher cfDNA level of ALU247. Moreover, patients with methylation of at least one of the gene under investigate showed a higher quantity of cfDNA ALU115 (p< 0.0001) and ALU247 level (p< 0.0001). CONCLUSIONS: We observed that necrosis could be a potential source of circulating tumour-specific cfDNA ALU247; and that cfDNA ALU247 and methylated cfDNA (RASSF1A, MAL and SFRP1) are both a phenotypic feature of tumour biology.