How does ImpriMed predict drug responses?

Our predictions are made by artificial intelligence (AI) models trained to predict clinical outcomes from patient data inputs.

Clinical outcomes collected from oncologists include reports of progressive disease, stable disease, partial response, and complete response.

Patient data used as inputs by the AI models include readings from our live-cell drug sensitivity assay, flow cytometry, PARR, and patient information.Models are re-trained periodically to incorporate new data and refine performance.

Other Questions

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Is there any reason to believe that submitting another sample to you would provide any additional information or possible changes in treatment protocols now that we are almost 4 months into the treatment plan?

We would suggest you submit another FNA and blood samples to us WHEN the patient's lymphoma relapses. Relapse of lymphoma means that the cancer develops a resistance to certain chemo drugs in use. When this happens, the relapsed cancer cells are usually different from the ones investigated in the naive status, which led to different drug response predictions to the tested drugs. Therefore, it would be better to get new tumor samples and find out what are the new preferred drugs and which of the used drugs still remain effective or became resistant for the relapsed lymphoma. However, the best scenario is to maintain clinical remission for as long a period of time so that you don’t have to order another service from us! If a second service is needed, we offer a 50% discount for returning patients.

When can I expect to receive the sample return boxes I requested online?

You can expect to receive the boxes in 7-12 days via FedEx Ground.

Are shipping costs extra?

Yes, we charge next-day air (overnight shipping). As our state-of-the-art laboratory is in Mountain View, CA, the distance a sample travels to our lab will directly influence the shipping fee applied. Please contact sales@imprimedicine.com for the precise shipping fee for your area.

If the media tubes are damaged or missing something in the packaging can we get a replacement?

Please request fresh tubes on our website (Vet Portal > Request Supplies). If you need to send cells immediately, please use the serum and saline protocol from the CSU Hemapathology Lab. (Click to read more)

What does flow cytometry tell me about my patient’s specimen?

ImpriMed’s flow cytometry report provides comprehensive information about the specimen’s immunophenotype. B-cell and T-cell immunophenotypes are useful in determining lymphoma/leukemia subtype and prognosis. In addition, our panel of ten antigens can also be used in the diagnosis of T-zonal lymphoma, acute leukemia, and other diseases. Antigens levels reported are: CD21, CD79a, CD3, CD4, CD8, CD5, CD45, CD34, CD14, and MHC class II. For more information, see: https://pubmed.ncbi.nlm.nih.gov/26953614/