I've analysed about 100 patient samples for the genotype of a particular SNP (half from benign ovarian tumours, half from malignant ovarian tumours). The patient data was only given once all samples had been analysed. The SNP associated with a particular histological subtype, and I would like to analyse further samples to determine if this was observed from a sampling error or is representative of the true picture.
I have access to more patient samples and would like to analyse the SNP in this subtype specifically. Are there any studies that have been carried out in this manner i.e. carried out a preliminary analysis while blinded, and then conducted further analysis without blinding? Is it acceptable to do so?