5b0c93d304e1ef3b9898f81a54f31034 opeforinf_a2025m12v12n12pofa718.pdf 47ad0c4d56ae07b5a72983257a0ed641b188116b opeforinf_a2025m12v12n12pofa718.pdf 7dda1e4257c15c9c07a45f71a21037cb35eb6d2939fc95efcd054c8f2e244008 opeforinf_a2025m12v12n12pofa718.pdf Title: Rapid Detection of VREfm Clusters: FTIR Spectroscopy as a Practical Alternative to Whole-Genome Sequencing Subject: DOI: 10.1093/ofid/ofaf718; Open Forum Infectious Diseases, 12, 12, 2025-11-24.; Abstract: Vancomycin-resistant Enterococcus faecium (VREfm) has become a significant nosocomial pathogen due to its potential to cause outbreaks. Whole-genome sequencing (WGS) is considered the reference method for determining genomic relatedness among outbreak strains, but its routine use in clinical microbiology laboratories remains challenging. Consequently, faster and simpler typing methods are needed. Fourier transform infrared spectroscopy (FTIR) captures the unique infrared fingerprint of each isolate, enabling the comparison of spectral profiles to infer genomic relatedness. In this study, we evaluated the performance of FTIR for identifying genomic clusters of VREfm in a tertiary hospital, in comparison with three WGS-based methods: core-genome multilocus sequence typing (cgMLST), core-genome single nucleotide polymorphism analysis (cgSNP), and split k-mer analysis (SKA). A total of 87 VREfm isolates, collected between April 2020 and October 2023, were typed using both FTIR and WGS. Among these, 56 were associated with three outbreaks in the surgery, nephrology, and oncohematology units, according to conventional epidemiology. Concordance between typing methods was assessed using the Adjusted Rand index (AR) and Adjusted Wallace coefficient (AW). All three WGS-based methods yielded similar clustering results and revealed one monoclonal and two polyclonal outbreaks. Using cgMLST as the reference, an optimal FTIR cutoff range of 0.210–0.227 was determined. FTIR clustering results showed strong concordance with WGS-based methods; however, concordance with SKA was slightly lower. These findings suggest that FTIR provides clustering information comparable to WGS-based methods, providing a rapid and practical alternative to support timely infection control measures during VREfm outbreaks. Keywords: cgSNP; FTIR; outbreak; SKA; vancomycin-resistant enterococcus faecium Author: Jun Hao Wang-Wang Creator: Servigistics Arbortext Advanced Print Publisher 11.1.4546/W-x64 Producer: PDFlib+PDI 9.0.7p3 (C++/Win64); modified using iTextSharp.LGPLv2.Core 3.7.4.0 CreationDate: Mon Dec 8 19:05:49 2025 CET ModDate: Tue Dec 16 10:32:51 2025 CET Custom Metadata: yes Metadata Stream: yes Tagged: yes UserProperties: no Suspects: no Form: AcroForm JavaScript: no Pages: 9 Encrypted: no Page size: 593.972 x 782.986 pts Page rot: 0 File size: 844198 bytes Optimized: no PDF version: 1.6 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- TSETZL+UniversLTStd-LightCnObl Type 1C Custom yes yes yes 713 0 WBIXFW+UniversLTStd-Cn Type 1C Custom yes yes yes 714 0 EJNNMU+MinionPro-Regular Type 1C Custom yes yes yes 27 0 KUTKNE+UniversLTStd-BoldCn Type 1C Custom yes yes yes 28 0 UHVHUC+UniversLTStd-LightCn Type 1C Custom yes yes yes 40 0 TIBHQH+MinionPro-It Type 1C Custom yes yes yes 29 0 YQKOCQ+MinionPro-Bold Type 1C Custom yes yes yes 30 0 LCVDVH+ArialMT TrueType WinAnsi yes yes no 1 0 AWBHGB+UniversLTStd-Black Type 1C Custom yes yes yes 31 0 KVPUQT+STIXGeneral-Regular Type 1C Custom yes yes yes 32 0 NBUWBM+TimesNewRomanPSMT CID TrueType Identity-H yes yes yes 33 0 USIYLL+MinionPro-BoldIt Type 1C Custom yes yes yes 56 0 Jhove (Rel. 1.28.0, 2023-05-18) Date: 2025-12-17 04:09:28 CET RepresentationInformation: opeforinf_a2025m12v12n12pofa718.pdf ReportingModule: PDF-hul, Rel. 1.12.4 (2023-03-16) LastModified: 2025-12-16 10:34:44 CET Size: 844198 Format: PDF Version: 1.6 Status: Well-Formed, but not valid SignatureMatches: PDF-hul ErrorMessage: Invalid indirect destination - referenced object 'corFM1' cannot be found ID: PDF-HUL-149 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'corFM1' cannot be found ID: PDF-HUL-122 Offset: 651515 MIMEtype: application/pdf Profile: Tagged PDF PDFMetadata: Objects: 774 FreeObjects: 1 IncrementalUpdates: 0 DocumentCatalog: ViewerPreferences: HideToolbar: false HideMenubar: false HideWindowUI: false FitWindow: false CenterWindow: false DisplayDocTitle: true NonFullScreenPageMode: UseNone Direction: L2R ViewArea: CropBox ViewClip: CropBox PrintArea: CropBox PageClip: CropBox PageLayout: OneColumn PageMode: UseOutlines Language: en Outlines: Item: Title: Rapid Detection of VREfm Clusters: FTIR Spectroscopy as a Practical Alternative to Whole-Genome Sequencing Destination: head1 Children: Item: Title: MATERIAL AND METHODS Destination: secofaf718-s1 Children: Item: Title: Study Design and Setting Destination: secofaf718-s1.1 Item: Title: Ethics Statement Destination: secofaf718-s1.2 Item: Title: Routine Microbiological Diagnostics and Antimicrobial Susceptibility Testing Destination: secofaf718-s1.3 Item: Title: Sample Preparation for FTIR Analysis and Spectrum Analysis Destination: secofaf718-s1.4 Item: Title: Sample Preparation for WGS Analysis and Bioinformatics Analyses Destination: secofaf718-s1.5 Item: Title: Concordance Between Clustering Methodologies Destination: secofaf718-s1.6 Item: Title: RESULTS Destination: secofaf718-s2 Children: Item: Title: Emergence of VREfm Destination: secofaf718-s2.1 Item: Title: cgMLST and cgSNP Analysis Destination: secofaf718-s2.2 Item: Title: SKA Clustering Reveals Little Subdivision Within cgMLST Clusters Destination: secofaf718-s2.3 Item: Title: FTIR Largely Captures WGS Clusters and Reflects Epidemiological Outbreaks Destination: secofaf718-s2.4 Item: Title: DISCUSSION Destination: secofaf718-s3 Item: Title: Supplementary Data Destination: secofaf718-s4 Item: Title: Notes Destination: acknow Item: Title: References Destination: reflist Info: Title: Rapid Detection of VREfm Clusters: FTIR Spectroscopy as a Practical Alternative to Whole-Genome Sequencing Author: Jun Hao Wang-Wang Subject: DOI: 10.1093/ofid/ofaf718; Open Forum Infectious Diseases, 12, 12, 2025-11-24.; Abstract: Vancomycin-resistant Enterococcus faecium (VREfm) has become a significant nosocomial pathogen due to its potential to cause outbreaks. Whole-genome sequencing (WGS) is considered the reference method for determining genomic relatedness among outbreak strains, but its routine use in clinical microbiology laboratories remains challenging. Consequently, faster and simpler typing methods are needed. Fourier transform infrared spectroscopy (FTIR) captures the unique infrared fingerprint of each isolate, enabling the comparison of spectral profiles to infer genomic relatedness. In this study, we evaluated the performance of FTIR for identifying genomic clusters of VREfm in a tertiary hospital, in comparison with three WGS-based methods: core-genome multilocus sequence typing (cgMLST), core-genome single nucleotide polymorphism analysis (cgSNP), and split k-mer analysis (SKA). A total of 87 VREfm isolates, collected between April 2020 and October 2023, were typed using both FTIR and WGS. Among these, 56 were associated with three outbreaks in the surgery, nephrology, and oncohematology units, according to conventional epidemiology. Concordance between typing methods was assessed using the Adjusted Rand index (AR) and Adjusted Wallace coefficient (AW). All three WGS-based methods yielded similar clustering results and revealed one monoclonal and two polyclonal outbreaks. Using cgMLST as the reference, an optimal FTIR cutoff range of 0.210 0.227 was determined. FTIR clustering results showed strong concordance with WGS-based methods; however, concordance with SKA was slightly lower. These findings suggest that FTIR provides clustering information comparable to WGS-based methods, providing a rapid and practical alternative to support timely infection control measures during VREfm outbreaks. Keywords: cgSNP; FTIR; outbreak; SKA; vancomycin-resistant enterococcus faecium Creator: Servigistics Arbortext Advanced Print Publisher 11.1.4546/W-x64 Producer: PDFlib+PDI 9.0.7p3 (C++/Win64); modified using iTextSharp.LGPLv2.Core 3.7.4.0 CreationDate: Mon Dec 08 19:35:49 CET 2025 ModDate: Tue Dec 16 10:32:51 CET 2025 ID: 0xee637019f1ea894536821a4d7b844e47, 0xec787881677e62f2c859c6a6abaf7ab2 Filters: FilterPipeline: FlateDecode FilterPipeline: DCTDecode Images: Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 1376 ImageHeight: 510 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 660 ImageHeight: 1551 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 660 ImageHeight: 1501 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 1000 ImageHeight: 857 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Fonts: Type0: Font: BaseFont: NBUWBM+TimesNewRomanPSMT Encoding: Identity-H ToUnicode: true Type1: Font: BaseFont: KVPUQT+STIXGeneral-Regular FontSubset: true FirstChar: 1 LastChar: 9 FontDescriptor: FontName: KVPUQT+STIXGeneral-Regular Flags: Nonsymbolic FontBBox: -995, -455, 2000, 1055 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: UHVHUC+UniversLTStd-LightCn FontSubset: true FirstChar: 1 LastChar: 74 FontDescriptor: FontName: UHVHUC+UniversLTStd-LightCn Flags: Nonsymbolic FontBBox: -163, -250, 1000, 953 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: USIYLL+MinionPro-BoldIt FontSubset: true FirstChar: 1 LastChar: 27 FontDescriptor: FontName: USIYLL+MinionPro-BoldIt Flags: Nonsymbolic, Italic, ForceBold FontBBox: -230, -360, 1684, 1032 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: TSETZL+UniversLTStd-LightCnObl FontSubset: true FirstChar: 1 LastChar: 18 FontDescriptor: FontName: TSETZL+UniversLTStd-LightCnObl Flags: Nonsymbolic, Italic FontBBox: -169, -271, 1065, 953 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: WBIXFW+UniversLTStd-Cn FontSubset: true FirstChar: 1 LastChar: 10 FontDescriptor: FontName: WBIXFW+UniversLTStd-Cn Flags: Nonsymbolic FontBBox: -166, -250, 1000, 989 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: EJNNMU+MinionPro-Regular FontSubset: true FirstChar: 1 LastChar: 95 FontDescriptor: FontName: EJNNMU+MinionPro-Regular Flags: Nonsymbolic FontBBox: -290, -360, 1684, 989 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: KUTKNE+UniversLTStd-BoldCn FontSubset: true FirstChar: 4 LastChar: 61 FontDescriptor: FontName: KUTKNE+UniversLTStd-BoldCn Flags: Nonsymbolic, ForceBold FontBBox: -83, -250, 1000, 969 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: TIBHQH+MinionPro-It FontSubset: true FirstChar: 1 LastChar: 35 FontDescriptor: FontName: TIBHQH+MinionPro-It Flags: Nonsymbolic, Italic FontBBox: -201, -360, 1684, 1002 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: YQKOCQ+MinionPro-Bold FontSubset: true FirstChar: 1 LastChar: 14 FontDescriptor: FontName: YQKOCQ+MinionPro-Bold Flags: Nonsymbolic, ForceBold FontBBox: -318, -360, 1684, 1024 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: AWBHGB+UniversLTStd-Black FontSubset: true FirstChar: 1 LastChar: 29 FontDescriptor: FontName: AWBHGB+UniversLTStd-Black Flags: Nonsymbolic, ForceBold FontBBox: -153, -250, 992, 986 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true TrueType: Font: BaseFont: LCVDVH+ArialMT FontSubset: true FirstChar: 32 LastChar: 121 FontDescriptor: FontName: LCVDVH+ArialMT Flags: Nonsymbolic FontBBox: -664, -324, 2000, 1039 FontFile2: true Encoding: WinAnsiEncoding CIDFontType2: Font: BaseFont: NBUWBM+TimesNewRomanPSMT CIDSystemInfo: Registry: Adobe Registry: Identity Supplement: 0 FontDescriptor: FontName: NBUWBM+TimesNewRomanPSMT Flags: Nonsymbolic FontBBox: -568, -307, 2046, 1040 FontFile2: true XMP: uuid:c3a2bb36-c32d-438a-8760-775e006b9779 uuid:33A6FC09-095E-B843-18A9-A281C92C70CD True cgSNP; FTIR; outbreak; SKA; vancomycin-resistant enterococcus faecium PDFlib+PDI 9.0.7p3 (C++/Win64); modified using iTextSharp.LGPLv2.Core 3.7.4.0 application/pdf 10.1093/ofid/ofaf718 en Oxford University Press Rapid Detection of VREfm Clusters: FTIR Spectroscopy as a Practical Alternative to Whole-Genome Sequencing Jun Hao Wang-Wang Laia Soler Elisa Martró Gemma Clarà Jessica Hidalgo Irma Casas María-José García-Quesada Montserrat Giménez Verónica Saludes Antoni E. Bordoy Pere-Joan Cardona DOI: 10.1093/ofid/ofaf718; Open Forum Infectious Diseases, 12, 12, 2025-11-24.; Abstract: Vancomycin-resistant Enterococcus faecium (VREfm) has become a significant nosocomial pathogen due to its potential to cause outbreaks. Whole-genome sequencing (WGS) is considered the reference method for determining genomic relatedness among outbreak strains, but its routine use in clinical microbiology laboratories remains challenging. Consequently, faster and simpler typing methods are needed. Fourier transform infrared spectroscopy (FTIR) captures the unique infrared fingerprint of each isolate, enabling the comparison of spectral profiles to infer genomic relatedness. In this study, we evaluated the performance of FTIR for identifying genomic clusters of VREfm in a tertiary hospital, in comparison with three WGS-based methods: core-genome multilocus sequence typing (cgMLST), core-genome single nucleotide polymorphism analysis (cgSNP), and split k-mer analysis (SKA). A total of 87 VREfm isolates, collected between April 2020 and October 2023, were typed using both FTIR and WGS. Among these, 56 were associated with three outbreaks in the surgery, nephrology, and oncohematology units, according to conventional epidemiology. Concordance between typing methods was assessed using the Adjusted Rand index (AR) and Adjusted Wallace coefficient (AW). All three WGS-based methods yielded similar clustering results and revealed one monoclonal and two polyclonal outbreaks. Using cgMLST as the reference, an optimal FTIR cutoff range of 0.210–0.227 was determined. FTIR clustering results showed strong concordance with WGS-based methods; however, concordance with SKA was slightly lower. These findings suggest that FTIR provides clustering information comparable to WGS-based methods, providing a rapid and practical alternative to support timely infection control measures during VREfm outbreaks. © The Author(s) 2025. Published by Oxford University Press on behalf of Infectious Diseases Society of America. cgSNP FTIR outbreak SKA vancomycin-resistant enterococcus faecium Journal Open Forum Infectious Diseases © The Author(s) 2025. 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