INTRACLADE HETEROGENEITY IN NITROGEN UTILIZATION BY MARINE PROKARYOTES REVEALED USING STABLE ISOTOPE PROBING COUPLED WITH TAG SEQUENCING (TAG-SIP)

Intraclade heterogeneity in nitrogen utilization by marine prokaryotes revealed using stable isotope probing coupled with tag sequencing (Tag-SIP)

Nitrogen can greatly influence the structure and productivity of microbial communities through its relative availability and form.However, roles of specific organisms in the uptake of different nitrogen species remain poorly characterized.Most studies seeking to identify agents of assimilation have been correlative, indirectly linking activity meas

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Contrastive learning with transformer for adverse endpoint prediction in patients on DAPT post-coronary stent implantation

BackgroundEffective management of dual antiplatelet therapy (DAPT) following drug-eluting stent (DES) implantation is crucial for preventing adverse events.Traditional prognostic tools, such as rule-based methods or Cox regression, despite their widespread use and ease, tend to yield moderate predictive accuracy within predetermined timeframes.This

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