wkumler / MesoscopeMetabolomicsManuscript

0 stars 0 forks source link

Confirm that variance in sampling is not due to run order #9

Closed wkumler closed 20 hours ago

wkumler commented 4 days ago

Reviewer 2 | 04 Oct 2024 | 12:20 The high-quality analytics is appreciated. It should be verified if the variations between biological replicates could be caused by the order of measurements in the sequence. If >100 samples of 15 min are run in a row there could be a drift that would be hidden because of the randomization. It would be easy to have a look at the outliers (e.g. Fig. 2 lower panels) are measured early / late during the sequence.

wkumler commented 20 hours ago

Outliers do not seem to be due to the order of the measurements, though there was clearly drift in response factor over the course of the run that was controlled for by the internal standards:

Figure 2 lower panels colored by timestamp instead of by SLA: image

Evidence of response factor drift over the course of the run in the internal standards: image

Average metabolite peak area without BMIS normalization: image

Average metabolite peak area after BMIS normalization: image

Resolved with 310e6aa