Collaborative Work Between Qiu and DAI lab, UA COM-Phoenix


Our dataset is has much higher quality than the 10X Genomics sample mouse brain dataset (FFPE section).

This is a low resolution image of the 10X Genomics sample dataset, with unsupervised clustering mouse cortex and hippocampus.

Visium HD 10X data overview


Zoom in view of cortex region. Note alignment issues, and swollen soma, nuclei, HE staining artifacts in the image.

Zoom in view of cortex region

Comparison of our own sample:

unsupervised clustering
unsupervised clustering



Detecting Pvalb gene expressing spot on 10X sample dataset, most spots are not centered on soma region:

10X sample Pvalb gene


Pvalb-expressing neurons of our own sample: Note detected UMI is highest around soma, but also present within the local dendritic arbor regions of Pvalb neuron!! This is truly amazing…

Pvalb PFC cells
Pvalb PFC cells



Web Summary of the 10X mouse brain FFPE section dataset

10X data web summary
Unsupervised clustering of 10x dataset: 10X data web summary



Our own dataset, note ~3X detected transcripts number per spot. 10X data web summary



10X data web summary