Back

A Prospective Study to Improve Automated Blood Culture Diagnostics in Gram Negative Sepsis by Implementing a "Diagnostic Stewardship Care-Bundle"

Gupta, A.; Siddiqui, F.; Purwar, S.; Saigal, S.; Sharma, J. P.; Kumar, S.

2022-04-28 infectious diseases
10.1101/2022.04.22.22274034 medRxiv
Show abstract

ObjectivesWe implemented a diagnostic stewardship care-bundle (DSB): "Sepsis-48" with the aim of evaluating its impact on changes in duration of key steps in automated blood culture diagnostics (aBCD), compliance to care-bundle and turnaround time (TAT). MethodsIn this prospective study, a care-bundle checklist for automated blood culture bottles (BCBs) received from adult intensive care units (AICUs) was implemented between July 2020-June 2021 (intervention period, P2) and compared with a retrospective, pre-intervention period (P1) between March-June 2020. Microbial identification in positive BCBs with gram-negatives (+nBCBs) was enabled by inoculating conventional biochemical tests directly (dID) and direct antimicrobial susceptibility testing (dAST) was done as per EUCAST RAST standard. Clinical reports were issued only if a RAST reportable gram-negative was identified in dID. ResultsWe observed significant reductions in the Loading time (LT) [63.5 (104.5-24.5) vs 32 (55-14) minutes, P<0.001] & time to dID+dAST performance (TTD) [186 (288.25-202.25) vs 115 (180-68) minutes, P=0.0018] in +nBCBs received from AICUs during P2. There was a significant increase in compliance to the bundle targets [LT[&le;]45: 44% vs 66%, P=.006 and TTD[&le;]120: 34% vs 51.7%, P=.03] during P2 (Table 2). Using dID+dAST method, provisional results could be read [~]13 hours earlier than those generated by VITEK(R). Similar improvements were also noted for +nBCBs received from other locations. O_TBL View this table: org.highwire.dtl.DTLVardef@1da2dceorg.highwire.dtl.DTLVardef@f5367corg.highwire.dtl.DTLVardef@cc3fcdorg.highwire.dtl.DTLVardef@170be9aorg.highwire.dtl.DTLVardef@f1a063_HPS_FORMAT_FIGEXP M_TBL O_FLOATNOTable 2:C_FLOATNO O_TABLECAPTIONPerformance and interpretation of direct microbial identification (dID) method by directly inoculating conventional biochemical tests C_TABLECAPTION C_TBL ConclusionsThe "diagnostic stewardship care-bundle" strategy to improve aBCD was successfully implemented leading to significant reductions in duration of targeted steps. Laboratories should implement "diagnostic stewardship care-bundles" as per their needs to improve microbiological diagnostics.

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.