Public Atlas · Experimental dataset

AST mVOC Ciprofloxacin July 2026

Published experimental context, raw-signal coverage, normalization policy, sensor provenance, and supporting samples.

Atlas accession: AST-CIP-2026-07
Record state: Published
Release: Atlas v0
Last updated: 2026-07-29

Citation text

RAPID-iNose Sensor Atlas. AST mVOC Ciprofloxacin July 2026. AST-CIP-2026-07. Atlas v0. https://rapid-inose-atlas.duckdns.org/datasets/6/

Publication state Published Public visibility records publication, not clinical validation.

Measurement layer Raw signal retained 60 of 60 samples expose raw time-series evidence.

Displayed normalization Imported normalized value Derived values do not replace stored source signals.

Interpretation Descriptive evidence This release does not establish a validated diagnostic classifier.

Experimental overview

What this dataset contains

Curated 12-well antibiotic concentration series with raw per-sensor resistance, explicit control subtypes, visual growth calls, and source-document provenance.

The evidence is presented with its medium, runs, sample roles, and sensor context. It should be compared only with experiments whose conditions and normalization are scientifically compatible.

Media TSB

Runs 5

Samples 60

Organisms 6

Samples with raw signal 60

View detailed dataset metadata

Batch metadata

Experiment type	Antibiotic response
Evidence state	Screening
Objective	Not yet curated
Protocol summary	Not yet curated
Description	Curated 12-well antibiotic concentration series with raw per-sensor resistance, explicit control subtypes, visual growth calls, and source-document provenance.
Experiment dates	July 22, 2026 to July 23, 2026
Source	ast_mvoc_curated_v1
Staff-managed normalization	Imported normalized value; source clean signal; median baseline 0.30–1 hours
Default sensor manufacturing batch	Not publicly disclosed

Experimental evidence

Collection runs

5 runs

Runs identify distinct collection sessions within this campaign. Open a supporting sample for its channel-level raw data and on-demand normalized view.

Run	Date	Incubator	Samples
cip_ecoli_25922_inc2	2026-07-23	Inc 2	12
cip_ecoli_baa196_inc3	2026-07-23	Inc 3	12
cip_pa_27853_inc5	2026-07-23	Inc 5	12
cip_pa_baa2108_inc6	2026-07-23	Inc 6	12
cip_sa_252_inc4	2026-07-23	Inc 4	12

Supporting samples

Showing up to 25 samples from this dataset.

Sample	Organism	Run	Medium	Role
2026-07-23 _E.coli 25922 Cip_A4.xlsx	Escherichia coli ATCC 25922	cip_ecoli_25922_inc2	TSB	sample
2026-07-23 _E.coli 25922 Cip_B1.xlsx	Escherichia coli ATCC 25922	cip_ecoli_25922_inc2	TSB	sample
2026-07-23_E.coli 25922 Cip_ A1.xlsx	Control	cip_ecoli_25922_inc2	TSB	control
2026-07-23_E.coli 25922 Cip_ A2.xlsx	Escherichia coli ATCC 25922	cip_ecoli_25922_inc2	TSB	sample
2026-07-23_E.coli 25922 Cip_ A3.xlsx	Escherichia coli ATCC 25922	cip_ecoli_25922_inc2	TSB	sample
2026-07-23_E.coli 25922 Cip_ B2.xlsx	Escherichia coli ATCC 25922	cip_ecoli_25922_inc2	TSB	sample
2026-07-23_E.coli 25922 Cip_ B3.xlsx	Escherichia coli ATCC 25922	cip_ecoli_25922_inc2	TSB	sample
2026-07-23_E.coli 25922 Cip_ B4.xlsx	Escherichia coli ATCC 25922	cip_ecoli_25922_inc2	TSB	sample
2026-07-23_E.coli 25922 Cip_ C1.xlsx	Escherichia coli ATCC 25922	cip_ecoli_25922_inc2	TSB	sample
2026-07-23_E.coli 25922 Cip_ C2.xlsx	Escherichia coli ATCC 25922	cip_ecoli_25922_inc2	TSB	sample
2026-07-23_E.coli 25922 Cip_ C3.xlsx	Escherichia coli ATCC 25922	cip_ecoli_25922_inc2	TSB	sample
2026-07-23_E.coli 25922 Cip_ C4.xlsx	Escherichia coli ATCC 25922	cip_ecoli_25922_inc2	TSB	control
2026-07-23 _E. coli 196 Cip_A3.xlsx	Escherichia coli ATCC BAA-196	cip_ecoli_baa196_inc3	TSB	sample
2026-07-23 _E. coli 196 Cip_C4.xlsx	Escherichia coli ATCC BAA-196	cip_ecoli_baa196_inc3	TSB	control
2026-07-23_E. coli 196 Cip _ A1.xlsx	Control	cip_ecoli_baa196_inc3	TSB	control
2026-07-23_E. coli 196 Cip _ A2.xlsx	Escherichia coli ATCC BAA-196	cip_ecoli_baa196_inc3	TSB	sample
2026-07-23_E. coli 196 Cip _ B1.xlsx	Escherichia coli ATCC BAA-196	cip_ecoli_baa196_inc3	TSB	sample
2026-07-23_E. coli 196 Cip _ B2.xlsx	Escherichia coli ATCC BAA-196	cip_ecoli_baa196_inc3	TSB	sample
2026-07-23_E. coli 196 Cip _ C1.xlsx	Escherichia coli ATCC BAA-196	cip_ecoli_baa196_inc3	TSB	sample
2026-07-23_E. coli 196 Cip _C2.xlsx	Escherichia coli ATCC BAA-196	cip_ecoli_baa196_inc3	TSB	sample
2026-07-23_E. coli 196 Cip_ A4.xlsx	Escherichia coli ATCC BAA-196	cip_ecoli_baa196_inc3	TSB	sample
2026-07-23_E. coli 196 Cip_ B3.xlsx	Escherichia coli ATCC BAA-196	cip_ecoli_baa196_inc3	TSB	sample
2026-07-23_E. coli 196 Cip_ B4.xlsx	Escherichia coli ATCC BAA-196	cip_ecoli_baa196_inc3	TSB	sample
2026-07-23_E. coli 196 Cip_ C3.xlsx	Escherichia coli ATCC BAA-196	cip_ecoli_baa196_inc3	TSB	sample
2026-07-23 _Pa 27853 Cip_ A2.xlsx	Pseudomonas aeruginosa ATCC 27853	cip_pa_27853_inc5	TSB	sample

Public scientific provenance

Where this evidence came from

Sensor technology

Public record boundary

This page exposes the dataset identity, experiment dates, source classification, run labels, sample roles, staff-approved normalization policy, and any approved manufacturing summary needed for scientific interpretation. Operator identities, private material lots, internal paths, uploads, and review events remain protected.

Source classification: ast_mvoc_curated_v1
Experiment period: July 22, 2026 – July 23, 2026
Normalization policy: Imported normalized value · Clean signal · Median 0.30–1 h
Sensor manufacturing context: Not publicly disclosed

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