Literature DB >> 34170346

A sample-preparation-free, automated, sample-to-answer system for cell counting in human body fluids.

Qiang Lu1, Kaiqin Chu1,2, Hu Dou3, Zachary J Smith4.   

Abstract

While many clinical laboratory tests are now highly automated, body fluid cell counting, particularly in low-cellularity samples such as cerebral spinal fluid (CSF), is often performed manually. Here, we report a simple, cost-effective method to obtain white and red blood cell counts from human body fluids such as CSF. The method consists of a compact, automated, and low-cost fluorescence microscope system, coupled to a sample chamber containing all of the necessary reagents in dry form to stain and prepare the sample. Sample focus and scanning are handled automatically, and the acquired multimodal images are automatically analyzed to extract cell counts. Comparison with manual counting on over 200 clinical samples shows excellent agreement. As the system counts a substantially larger image region than a standard manual cell count, we find our sensitivity to extremely low cellularity samples to potentially be higher than the manual gold standard, evidenced by our system recording images of cells in samples whose cell count was registered as "0" by a trained user. Thus, our system holds promise for routine, automated, and sensitive analysis of body fluids whose cellularity extends across a wide dynamic range.

Entities:  

Keywords:  Cell counting; Clinical/biomedical analysis; Microscopic imaging; Point of care testing

Year:  2021        PMID: 34170346     DOI: 10.1007/s00216-021-03466-6

Source DB:  PubMed          Journal:  Anal Bioanal Chem        ISSN: 1618-2642            Impact factor:   4.142


  2 in total

1.  A low-cost, automated parasite diagnostic system via a portable, robotic microscope and deep learning.

Authors:  Yaning Li; Rui Zheng; Yizhen Wu; Kaiqin Chu; Qianming Xu; Mingzhai Sun; Zachary J Smith
Journal:  J Biophotonics       Date:  2019-05-30       Impact factor: 3.207

2.  Storage of cerebrospinal fluid samples at room temperature.

Authors:  A J Veerman; L Huismans; I van Zantwijk
Journal:  Acta Cytol       Date:  1985 Mar-Apr       Impact factor: 2.319

  2 in total

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