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In vivo Raman spectroscopy monitors cervical change during labor
Biochemical cervical change during labor is not well understood, in part, because of a dearth of technologies capable of safely probing the pregnant cervix in vivo. The need for such a technology is 2-fold: (1) to gain a mechanistic understanding of the cervical ripening and dilation process and (2)...
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Published in: | American journal of obstetrics and gynecology 2022-08, Vol.227 (2), p.275.e1-275.e14 |
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container_title | American journal of obstetrics and gynecology |
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creator | Masson, Laura E. O’Brien, Christine M. Gautam, Rekha Thomas, Giju Slaughter, James C. Goldberg, Mack Bennett, Kelly Herington, Jennifer Reese, Jeff Elsamadicy, Emad Newton, J. Michael Mahadevan-Jansen, Anita |
description | Biochemical cervical change during labor is not well understood, in part, because of a dearth of technologies capable of safely probing the pregnant cervix in vivo. The need for such a technology is 2-fold: (1) to gain a mechanistic understanding of the cervical ripening and dilation process and (2) to provide an objective method for evaluating the cervical state to guide clinical decision-making. Raman spectroscopy demonstrates the potential to meet this need, as it is a noninvasive optical technique that can sensitively detect alterations in tissue components, such as extracellular matrix proteins, lipids, nucleic acids, and blood, which have been previously established to change during the cervical remodeling process.
We sought to demonstrate that Raman spectroscopy can longitudinally monitor biochemical changes in the laboring cervix to identify spectral markers of impending parturition.
Overall, 30 pregnant participants undergoing either spontaneous or induced labor were recruited. The Raman spectra were acquired in vivo at 4-hour intervals throughout labor until rupture of membranes using a Raman system with a fiber-optic probe. Linear mixed-effects models were used to determine significant (P |
doi_str_mv | 10.1016/j.ajog.2022.02.019 |
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We sought to demonstrate that Raman spectroscopy can longitudinally monitor biochemical changes in the laboring cervix to identify spectral markers of impending parturition.
Overall, 30 pregnant participants undergoing either spontaneous or induced labor were recruited. The Raman spectra were acquired in vivo at 4-hour intervals throughout labor until rupture of membranes using a Raman system with a fiber-optic probe. Linear mixed-effects models were used to determine significant (P<.05) changes in peak intensities or peak ratios as a function of time to delivery in the study population. A nonnegative least-squares biochemical model was used to extract the changing contributions of specific molecule classes over time.
We detected multiple biochemical changes during labor, including (1) significant decreases in Raman spectral features associated with collagen and other extracellular matrix proteins (P=.0054) attributed to collagen dispersion, (2) an increase in spectral features associated with blood (P=.0372), and (3) an increase in features indicative of lipid-based molecules (P=.0273). The nonnegative least-squares model revealed a decrease in collagen contribution with time to delivery, an increase in blood contribution, and a change in lipid contribution.
Our findings have demonstrated that in vivo Raman spectroscopy is sensitive to multiple biochemical remodeling changes in the cervix during labor. Furthermore, in vivo Raman spectroscopy may be a valuable noninvasive tool for objectively evaluating the cervix to potentially guide clinical management of labor.</description><identifier>ISSN: 0002-9378</identifier><identifier>EISSN: 1097-6868</identifier><identifier>DOI: 10.1016/j.ajog.2022.02.019</identifier><identifier>PMID: 35189092</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>biochemical ; Cervical Ripening ; Cervix Uteri - diagnostic imaging ; Collagen - metabolism ; Extracellular Matrix Proteins - metabolism ; Female ; Humans ; induction ; labor management ; Lipids ; optical ; Pregnancy ; preterm labor ; spectroscopy ; Spectrum Analysis, Raman - methods ; technology</subject><ispartof>American journal of obstetrics and gynecology, 2022-08, Vol.227 (2), p.275.e1-275.e14</ispartof><rights>2022 Elsevier Inc.</rights><rights>Copyright © 2022 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c455t-67a9995083be7235118abdf6c0f4b00c65bc47778fdb7b352ba6781257c8fb173</citedby><cites>FETCH-LOGICAL-c455t-67a9995083be7235118abdf6c0f4b00c65bc47778fdb7b352ba6781257c8fb173</cites><orcidid>0000-0001-6013-851X ; 0000-0001-5353-9163 ; 0000-0001-8751-6146 ; 0000-0002-4216-9707 ; 0000-0002-5910-8804</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35189092$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Masson, Laura E.</creatorcontrib><creatorcontrib>O’Brien, Christine M.</creatorcontrib><creatorcontrib>Gautam, Rekha</creatorcontrib><creatorcontrib>Thomas, Giju</creatorcontrib><creatorcontrib>Slaughter, James C.</creatorcontrib><creatorcontrib>Goldberg, Mack</creatorcontrib><creatorcontrib>Bennett, Kelly</creatorcontrib><creatorcontrib>Herington, Jennifer</creatorcontrib><creatorcontrib>Reese, Jeff</creatorcontrib><creatorcontrib>Elsamadicy, Emad</creatorcontrib><creatorcontrib>Newton, J. Michael</creatorcontrib><creatorcontrib>Mahadevan-Jansen, Anita</creatorcontrib><title>In vivo Raman spectroscopy monitors cervical change during labor</title><title>American journal of obstetrics and gynecology</title><addtitle>Am J Obstet Gynecol</addtitle><description>Biochemical cervical change during labor is not well understood, in part, because of a dearth of technologies capable of safely probing the pregnant cervix in vivo. The need for such a technology is 2-fold: (1) to gain a mechanistic understanding of the cervical ripening and dilation process and (2) to provide an objective method for evaluating the cervical state to guide clinical decision-making. Raman spectroscopy demonstrates the potential to meet this need, as it is a noninvasive optical technique that can sensitively detect alterations in tissue components, such as extracellular matrix proteins, lipids, nucleic acids, and blood, which have been previously established to change during the cervical remodeling process.
We sought to demonstrate that Raman spectroscopy can longitudinally monitor biochemical changes in the laboring cervix to identify spectral markers of impending parturition.
Overall, 30 pregnant participants undergoing either spontaneous or induced labor were recruited. The Raman spectra were acquired in vivo at 4-hour intervals throughout labor until rupture of membranes using a Raman system with a fiber-optic probe. Linear mixed-effects models were used to determine significant (P<.05) changes in peak intensities or peak ratios as a function of time to delivery in the study population. A nonnegative least-squares biochemical model was used to extract the changing contributions of specific molecule classes over time.
We detected multiple biochemical changes during labor, including (1) significant decreases in Raman spectral features associated with collagen and other extracellular matrix proteins (P=.0054) attributed to collagen dispersion, (2) an increase in spectral features associated with blood (P=.0372), and (3) an increase in features indicative of lipid-based molecules (P=.0273). The nonnegative least-squares model revealed a decrease in collagen contribution with time to delivery, an increase in blood contribution, and a change in lipid contribution.
Our findings have demonstrated that in vivo Raman spectroscopy is sensitive to multiple biochemical remodeling changes in the cervix during labor. Furthermore, in vivo Raman spectroscopy may be a valuable noninvasive tool for objectively evaluating the cervix to potentially guide clinical management of labor.</description><subject>biochemical</subject><subject>Cervical Ripening</subject><subject>Cervix Uteri - diagnostic imaging</subject><subject>Collagen - metabolism</subject><subject>Extracellular Matrix Proteins - metabolism</subject><subject>Female</subject><subject>Humans</subject><subject>induction</subject><subject>labor management</subject><subject>Lipids</subject><subject>optical</subject><subject>Pregnancy</subject><subject>preterm labor</subject><subject>spectroscopy</subject><subject>Spectrum Analysis, Raman - methods</subject><subject>technology</subject><issn>0002-9378</issn><issn>1097-6868</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kN1qGzEQhUVJiZ2fF-hF2cvcrDvSevUDIWBCmxoMhZJcC0mrdWR2JVdaL-Rt-ix5smhxEpqbwsAwzJkzhw-hLxgWGDD9tluoXdguCBCygFxYfEJzDIKVlFN-guYAQEpRMT5DZyntppEIcopmVY25AEHmaLX2z39HN4bit-qVL9LemiGGZML-qeiDd0OIqTA2js6orjCPym9t0Ryi89uiUzrEC_S5VV2yl6_9HD38-H5_-7Pc_Lpb3642pVnW9VBSpoQQNfBKW0ZyAMyVblpqoF1qAENrbZaMMd42mumqJlpRxjGpmeGtxqw6RzdH3_1B97Yx1g9RdXIfXa_ikwzKyY8b7x7lNoxSVMAZVNng6tUghj8HmwbZu2Rs1ylvwyFJQivMab1kk5QcpSajSNG2728wyIm93MmJvZzYS8iFRT76-m_A95M32FlwfRTYjGl0NspknPXGNi5m6rIJ7n_-L4GwlzA</recordid><startdate>20220801</startdate><enddate>20220801</enddate><creator>Masson, Laura E.</creator><creator>O’Brien, Christine M.</creator><creator>Gautam, Rekha</creator><creator>Thomas, Giju</creator><creator>Slaughter, James C.</creator><creator>Goldberg, Mack</creator><creator>Bennett, Kelly</creator><creator>Herington, Jennifer</creator><creator>Reese, Jeff</creator><creator>Elsamadicy, Emad</creator><creator>Newton, J. Michael</creator><creator>Mahadevan-Jansen, Anita</creator><general>Elsevier Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-6013-851X</orcidid><orcidid>https://orcid.org/0000-0001-5353-9163</orcidid><orcidid>https://orcid.org/0000-0001-8751-6146</orcidid><orcidid>https://orcid.org/0000-0002-4216-9707</orcidid><orcidid>https://orcid.org/0000-0002-5910-8804</orcidid></search><sort><creationdate>20220801</creationdate><title>In vivo Raman spectroscopy monitors cervical change during labor</title><author>Masson, Laura E. ; O’Brien, Christine M. ; Gautam, Rekha ; Thomas, Giju ; Slaughter, James C. ; Goldberg, Mack ; Bennett, Kelly ; Herington, Jennifer ; Reese, Jeff ; Elsamadicy, Emad ; Newton, J. Michael ; Mahadevan-Jansen, Anita</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c455t-67a9995083be7235118abdf6c0f4b00c65bc47778fdb7b352ba6781257c8fb173</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>biochemical</topic><topic>Cervical Ripening</topic><topic>Cervix Uteri - diagnostic imaging</topic><topic>Collagen - metabolism</topic><topic>Extracellular Matrix Proteins - metabolism</topic><topic>Female</topic><topic>Humans</topic><topic>induction</topic><topic>labor management</topic><topic>Lipids</topic><topic>optical</topic><topic>Pregnancy</topic><topic>preterm labor</topic><topic>spectroscopy</topic><topic>Spectrum Analysis, Raman - methods</topic><topic>technology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Masson, Laura E.</creatorcontrib><creatorcontrib>O’Brien, Christine M.</creatorcontrib><creatorcontrib>Gautam, Rekha</creatorcontrib><creatorcontrib>Thomas, Giju</creatorcontrib><creatorcontrib>Slaughter, James C.</creatorcontrib><creatorcontrib>Goldberg, Mack</creatorcontrib><creatorcontrib>Bennett, Kelly</creatorcontrib><creatorcontrib>Herington, Jennifer</creatorcontrib><creatorcontrib>Reese, Jeff</creatorcontrib><creatorcontrib>Elsamadicy, Emad</creatorcontrib><creatorcontrib>Newton, J. Michael</creatorcontrib><creatorcontrib>Mahadevan-Jansen, Anita</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>American journal of obstetrics and gynecology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Masson, Laura E.</au><au>O’Brien, Christine M.</au><au>Gautam, Rekha</au><au>Thomas, Giju</au><au>Slaughter, James C.</au><au>Goldberg, Mack</au><au>Bennett, Kelly</au><au>Herington, Jennifer</au><au>Reese, Jeff</au><au>Elsamadicy, Emad</au><au>Newton, J. Michael</au><au>Mahadevan-Jansen, Anita</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>In vivo Raman spectroscopy monitors cervical change during labor</atitle><jtitle>American journal of obstetrics and gynecology</jtitle><addtitle>Am J Obstet Gynecol</addtitle><date>2022-08-01</date><risdate>2022</risdate><volume>227</volume><issue>2</issue><spage>275.e1</spage><epage>275.e14</epage><pages>275.e1-275.e14</pages><issn>0002-9378</issn><eissn>1097-6868</eissn><abstract>Biochemical cervical change during labor is not well understood, in part, because of a dearth of technologies capable of safely probing the pregnant cervix in vivo. The need for such a technology is 2-fold: (1) to gain a mechanistic understanding of the cervical ripening and dilation process and (2) to provide an objective method for evaluating the cervical state to guide clinical decision-making. Raman spectroscopy demonstrates the potential to meet this need, as it is a noninvasive optical technique that can sensitively detect alterations in tissue components, such as extracellular matrix proteins, lipids, nucleic acids, and blood, which have been previously established to change during the cervical remodeling process.
We sought to demonstrate that Raman spectroscopy can longitudinally monitor biochemical changes in the laboring cervix to identify spectral markers of impending parturition.
Overall, 30 pregnant participants undergoing either spontaneous or induced labor were recruited. The Raman spectra were acquired in vivo at 4-hour intervals throughout labor until rupture of membranes using a Raman system with a fiber-optic probe. Linear mixed-effects models were used to determine significant (P<.05) changes in peak intensities or peak ratios as a function of time to delivery in the study population. A nonnegative least-squares biochemical model was used to extract the changing contributions of specific molecule classes over time.
We detected multiple biochemical changes during labor, including (1) significant decreases in Raman spectral features associated with collagen and other extracellular matrix proteins (P=.0054) attributed to collagen dispersion, (2) an increase in spectral features associated with blood (P=.0372), and (3) an increase in features indicative of lipid-based molecules (P=.0273). The nonnegative least-squares model revealed a decrease in collagen contribution with time to delivery, an increase in blood contribution, and a change in lipid contribution.
Our findings have demonstrated that in vivo Raman spectroscopy is sensitive to multiple biochemical remodeling changes in the cervix during labor. Furthermore, in vivo Raman spectroscopy may be a valuable noninvasive tool for objectively evaluating the cervix to potentially guide clinical management of labor.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>35189092</pmid><doi>10.1016/j.ajog.2022.02.019</doi><orcidid>https://orcid.org/0000-0001-6013-851X</orcidid><orcidid>https://orcid.org/0000-0001-5353-9163</orcidid><orcidid>https://orcid.org/0000-0001-8751-6146</orcidid><orcidid>https://orcid.org/0000-0002-4216-9707</orcidid><orcidid>https://orcid.org/0000-0002-5910-8804</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | biochemical Cervical Ripening Cervix Uteri - diagnostic imaging Collagen - metabolism Extracellular Matrix Proteins - metabolism Female Humans induction labor management Lipids optical Pregnancy preterm labor spectroscopy Spectrum Analysis, Raman - methods technology |
title | In vivo Raman spectroscopy monitors cervical change during labor |
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