Predictors of Blood Transfusion in Patients Undergoing Lumbar Spinal Fusion
To determine risk factors for perioperative blood transfusion after lumbar fusion surgery. After institutional review board approval, a retrospective cohort study of adult patients who underwent lumbar fusion at a single, urban tertiary academic center was retrospectively retrieved. Our primary outc...
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creator | Heard, Jeremy C. Siegel, Nicholas Yalla, Goutham R. Lambrechts, Mark J. Lee, Yunsoo Sherman, Matthew Wang, Jasmine Dambly, Julia Baker, Sydney Bowen, Grace Mangan, John J. Canseco, Jose A. Kurd, Mark F. Kaye, Ian D. Hilibrand, Alan S. Vaccaro, Alexander R. Kepler, Christopher K. Schroeder, Gregory D. |
description | To determine risk factors for perioperative blood transfusion after lumbar fusion surgery.
After institutional review board approval, a retrospective cohort study of adult patients who underwent lumbar fusion at a single, urban tertiary academic center was retrospectively retrieved. Our primary outcome, blood transfusion, was collected via chart query. A receiver operating characteristic curve was used to evaluate the regression model. A P-value < 0.05 was considered statistically significant.
Of the 3,842 patients, 282 (7.3%) required a blood transfusion. For patients undergoing posterolateral decompression and fusion, predictors of transfusion included age (P < 0.001) and more levels fused (P < 0.001). A higher preoperative hemoglobin level (P < 0.001) and revision surgery (P = 0.005) were protective of blood transfusion. For patients undergoing transforaminal lumbar interbody fusion, greater Elixhauser comorbidity index (P < 0.001), longer operative time (P = 0.040), and more levels fused (P = 0.030) were independent predictors of the need for blood transfusion. Patients with a higher body mass index (P = 0.012) and preoperative hemoglobin level (P < 0.001) had a reduced likelihood of receiving a transfusion. For circumferential fusion, greater age (P = 0.006) and longer operative times (P = 0.015) were independent predictors of blood transfusion, while a higher preoperative hemoglobin level (P < 0.001) and male sex (P = 0.002) were protective.
Our analysis identified older age, lower body mass index, greater Elixhauser comorbidity index, longer operative duration, more levels fused, and lower preoperative hemoglobin levels as independent predictors of requiring a blood transfusion following lumbar spinal fusion. Different surgical approaches were not found to be associated with transfusion. |
doi_str_mv | 10.1016/j.wneu.2023.05.087 |
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After institutional review board approval, a retrospective cohort study of adult patients who underwent lumbar fusion at a single, urban tertiary academic center was retrospectively retrieved. Our primary outcome, blood transfusion, was collected via chart query. A receiver operating characteristic curve was used to evaluate the regression model. A P-value < 0.05 was considered statistically significant.
Of the 3,842 patients, 282 (7.3%) required a blood transfusion. For patients undergoing posterolateral decompression and fusion, predictors of transfusion included age (P < 0.001) and more levels fused (P < 0.001). A higher preoperative hemoglobin level (P < 0.001) and revision surgery (P = 0.005) were protective of blood transfusion. For patients undergoing transforaminal lumbar interbody fusion, greater Elixhauser comorbidity index (P < 0.001), longer operative time (P = 0.040), and more levels fused (P = 0.030) were independent predictors of the need for blood transfusion. Patients with a higher body mass index (P = 0.012) and preoperative hemoglobin level (P < 0.001) had a reduced likelihood of receiving a transfusion. For circumferential fusion, greater age (P = 0.006) and longer operative times (P = 0.015) were independent predictors of blood transfusion, while a higher preoperative hemoglobin level (P < 0.001) and male sex (P = 0.002) were protective.
Our analysis identified older age, lower body mass index, greater Elixhauser comorbidity index, longer operative duration, more levels fused, and lower preoperative hemoglobin levels as independent predictors of requiring a blood transfusion following lumbar spinal fusion. Different surgical approaches were not found to be associated with transfusion.]]></description><identifier>ISSN: 1878-8750</identifier><identifier>ISSN: 1878-8769</identifier><identifier>EISSN: 1878-8769</identifier><identifier>DOI: 10.1016/j.wneu.2023.05.087</identifier><identifier>PMID: 37257651</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adult ; Blood Transfusion ; Hemoglobins ; Humans ; Lumbar fusion ; Lumbar Vertebrae - surgery ; Male ; Postoperative complications ; Retrospective Studies ; Risk Factors ; Spinal Fusion - adverse effects ; Transfusion ; Treatment Outcome</subject><ispartof>World neurosurgery, 2023-08, Vol.176, p.e493-e500</ispartof><rights>2023 Elsevier Inc.</rights><rights>Copyright © 2023 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c356t-1a4608268bd2ec7324bb2973bbfa61d54543bd6e7eee49a1ba2e59360e0592a3</citedby><cites>FETCH-LOGICAL-c356t-1a4608268bd2ec7324bb2973bbfa61d54543bd6e7eee49a1ba2e59360e0592a3</cites><orcidid>0000-0001-5181-3966 ; 0009-0006-4647-6196 ; 0000-0001-8811-9687 ; 0000-0003-0863-2953 ; 0000-0002-9106-2228 ; 0000-0002-6039-5142 ; 0000-0003-1191-5479 ; 0000-0002-3258-3568 ; 0000-0002-2152-5725 ; 0000-0001-9680-1088</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.wneu.2023.05.087$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,777,781,3537,27905,27906,45976</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37257651$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Heard, Jeremy C.</creatorcontrib><creatorcontrib>Siegel, Nicholas</creatorcontrib><creatorcontrib>Yalla, Goutham R.</creatorcontrib><creatorcontrib>Lambrechts, Mark J.</creatorcontrib><creatorcontrib>Lee, Yunsoo</creatorcontrib><creatorcontrib>Sherman, Matthew</creatorcontrib><creatorcontrib>Wang, Jasmine</creatorcontrib><creatorcontrib>Dambly, Julia</creatorcontrib><creatorcontrib>Baker, Sydney</creatorcontrib><creatorcontrib>Bowen, Grace</creatorcontrib><creatorcontrib>Mangan, John J.</creatorcontrib><creatorcontrib>Canseco, Jose A.</creatorcontrib><creatorcontrib>Kurd, Mark F.</creatorcontrib><creatorcontrib>Kaye, Ian D.</creatorcontrib><creatorcontrib>Hilibrand, Alan S.</creatorcontrib><creatorcontrib>Vaccaro, Alexander R.</creatorcontrib><creatorcontrib>Kepler, Christopher K.</creatorcontrib><creatorcontrib>Schroeder, Gregory D.</creatorcontrib><title>Predictors of Blood Transfusion in Patients Undergoing Lumbar Spinal Fusion</title><title>World neurosurgery</title><addtitle>World Neurosurg</addtitle><description><![CDATA[To determine risk factors for perioperative blood transfusion after lumbar fusion surgery.
After institutional review board approval, a retrospective cohort study of adult patients who underwent lumbar fusion at a single, urban tertiary academic center was retrospectively retrieved. Our primary outcome, blood transfusion, was collected via chart query. A receiver operating characteristic curve was used to evaluate the regression model. A P-value < 0.05 was considered statistically significant.
Of the 3,842 patients, 282 (7.3%) required a blood transfusion. For patients undergoing posterolateral decompression and fusion, predictors of transfusion included age (P < 0.001) and more levels fused (P < 0.001). A higher preoperative hemoglobin level (P < 0.001) and revision surgery (P = 0.005) were protective of blood transfusion. For patients undergoing transforaminal lumbar interbody fusion, greater Elixhauser comorbidity index (P < 0.001), longer operative time (P = 0.040), and more levels fused (P = 0.030) were independent predictors of the need for blood transfusion. Patients with a higher body mass index (P = 0.012) and preoperative hemoglobin level (P < 0.001) had a reduced likelihood of receiving a transfusion. For circumferential fusion, greater age (P = 0.006) and longer operative times (P = 0.015) were independent predictors of blood transfusion, while a higher preoperative hemoglobin level (P < 0.001) and male sex (P = 0.002) were protective.
Our analysis identified older age, lower body mass index, greater Elixhauser comorbidity index, longer operative duration, more levels fused, and lower preoperative hemoglobin levels as independent predictors of requiring a blood transfusion following lumbar spinal fusion. Different surgical approaches were not found to be associated with transfusion.]]></description><subject>Adult</subject><subject>Blood Transfusion</subject><subject>Hemoglobins</subject><subject>Humans</subject><subject>Lumbar fusion</subject><subject>Lumbar Vertebrae - surgery</subject><subject>Male</subject><subject>Postoperative complications</subject><subject>Retrospective Studies</subject><subject>Risk Factors</subject><subject>Spinal Fusion - adverse effects</subject><subject>Transfusion</subject><subject>Treatment Outcome</subject><issn>1878-8750</issn><issn>1878-8769</issn><issn>1878-8769</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kMtOwzAQRS0Eoqj0B1ggL9k0-BHbicQGKl6iEkiUtWUnk8pVahc7AfH3pBS6ZDYzi3OvNAehM0oySqi8XGWfHvqMEcYzIjJSqAN0QgtVTAsly8P9LcgITVJakWE4zQvFj9GIKyaUFPQEPb1EqF3VhZhwaPBNG0KNF9H41PTJBY-dxy-mc-C7hN98DXEZnF_ieb-2JuLXjfOmxXc_7Ck6akybYPK7x2hxd7uYPUznz_ePs-v5tOJCdlNqckkKJgtbM6gUZ7m1rFTc2sZIWotc5NzWEhQA5KWh1jAQJZcEiCiZ4WN0savdxPDeQ-r02qUK2tZ4CH3SrGBU5oTlbEDZDq1iSClCozfRrU380pTorUa90luNeqtRE6EHjUPo_Le_t2uo95E_aQNwtQNgePLDQdSpGgRVg8gIVafr4P7r_wZ0foOK</recordid><startdate>202308</startdate><enddate>202308</enddate><creator>Heard, Jeremy C.</creator><creator>Siegel, Nicholas</creator><creator>Yalla, Goutham R.</creator><creator>Lambrechts, Mark J.</creator><creator>Lee, Yunsoo</creator><creator>Sherman, Matthew</creator><creator>Wang, Jasmine</creator><creator>Dambly, Julia</creator><creator>Baker, Sydney</creator><creator>Bowen, Grace</creator><creator>Mangan, John J.</creator><creator>Canseco, Jose A.</creator><creator>Kurd, Mark F.</creator><creator>Kaye, Ian D.</creator><creator>Hilibrand, Alan S.</creator><creator>Vaccaro, Alexander R.</creator><creator>Kepler, Christopher K.</creator><creator>Schroeder, Gregory D.</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><orcidid>https://orcid.org/0000-0001-5181-3966</orcidid><orcidid>https://orcid.org/0009-0006-4647-6196</orcidid><orcidid>https://orcid.org/0000-0001-8811-9687</orcidid><orcidid>https://orcid.org/0000-0003-0863-2953</orcidid><orcidid>https://orcid.org/0000-0002-9106-2228</orcidid><orcidid>https://orcid.org/0000-0002-6039-5142</orcidid><orcidid>https://orcid.org/0000-0003-1191-5479</orcidid><orcidid>https://orcid.org/0000-0002-3258-3568</orcidid><orcidid>https://orcid.org/0000-0002-2152-5725</orcidid><orcidid>https://orcid.org/0000-0001-9680-1088</orcidid></search><sort><creationdate>202308</creationdate><title>Predictors of Blood Transfusion in Patients Undergoing Lumbar Spinal Fusion</title><author>Heard, Jeremy C. ; Siegel, Nicholas ; Yalla, Goutham R. ; Lambrechts, Mark J. ; Lee, Yunsoo ; Sherman, Matthew ; Wang, Jasmine ; Dambly, Julia ; Baker, Sydney ; Bowen, Grace ; Mangan, John J. ; Canseco, Jose A. ; Kurd, Mark F. ; Kaye, Ian D. ; Hilibrand, Alan S. ; Vaccaro, Alexander R. ; Kepler, Christopher K. ; Schroeder, Gregory D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c356t-1a4608268bd2ec7324bb2973bbfa61d54543bd6e7eee49a1ba2e59360e0592a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Adult</topic><topic>Blood Transfusion</topic><topic>Hemoglobins</topic><topic>Humans</topic><topic>Lumbar fusion</topic><topic>Lumbar Vertebrae - surgery</topic><topic>Male</topic><topic>Postoperative complications</topic><topic>Retrospective Studies</topic><topic>Risk Factors</topic><topic>Spinal Fusion - adverse effects</topic><topic>Transfusion</topic><topic>Treatment Outcome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Heard, Jeremy C.</creatorcontrib><creatorcontrib>Siegel, Nicholas</creatorcontrib><creatorcontrib>Yalla, Goutham R.</creatorcontrib><creatorcontrib>Lambrechts, Mark J.</creatorcontrib><creatorcontrib>Lee, Yunsoo</creatorcontrib><creatorcontrib>Sherman, Matthew</creatorcontrib><creatorcontrib>Wang, Jasmine</creatorcontrib><creatorcontrib>Dambly, Julia</creatorcontrib><creatorcontrib>Baker, Sydney</creatorcontrib><creatorcontrib>Bowen, Grace</creatorcontrib><creatorcontrib>Mangan, John J.</creatorcontrib><creatorcontrib>Canseco, Jose A.</creatorcontrib><creatorcontrib>Kurd, Mark F.</creatorcontrib><creatorcontrib>Kaye, Ian D.</creatorcontrib><creatorcontrib>Hilibrand, Alan S.</creatorcontrib><creatorcontrib>Vaccaro, Alexander R.</creatorcontrib><creatorcontrib>Kepler, Christopher K.</creatorcontrib><creatorcontrib>Schroeder, Gregory D.</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><jtitle>World neurosurgery</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Heard, Jeremy C.</au><au>Siegel, Nicholas</au><au>Yalla, Goutham R.</au><au>Lambrechts, Mark J.</au><au>Lee, Yunsoo</au><au>Sherman, Matthew</au><au>Wang, Jasmine</au><au>Dambly, Julia</au><au>Baker, Sydney</au><au>Bowen, Grace</au><au>Mangan, John J.</au><au>Canseco, Jose A.</au><au>Kurd, Mark F.</au><au>Kaye, Ian D.</au><au>Hilibrand, Alan S.</au><au>Vaccaro, Alexander R.</au><au>Kepler, Christopher K.</au><au>Schroeder, Gregory D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Predictors of Blood Transfusion in Patients Undergoing Lumbar Spinal Fusion</atitle><jtitle>World neurosurgery</jtitle><addtitle>World Neurosurg</addtitle><date>2023-08</date><risdate>2023</risdate><volume>176</volume><spage>e493</spage><epage>e500</epage><pages>e493-e500</pages><issn>1878-8750</issn><issn>1878-8769</issn><eissn>1878-8769</eissn><abstract><![CDATA[To determine risk factors for perioperative blood transfusion after lumbar fusion surgery.
After institutional review board approval, a retrospective cohort study of adult patients who underwent lumbar fusion at a single, urban tertiary academic center was retrospectively retrieved. Our primary outcome, blood transfusion, was collected via chart query. A receiver operating characteristic curve was used to evaluate the regression model. A P-value < 0.05 was considered statistically significant.
Of the 3,842 patients, 282 (7.3%) required a blood transfusion. For patients undergoing posterolateral decompression and fusion, predictors of transfusion included age (P < 0.001) and more levels fused (P < 0.001). A higher preoperative hemoglobin level (P < 0.001) and revision surgery (P = 0.005) were protective of blood transfusion. For patients undergoing transforaminal lumbar interbody fusion, greater Elixhauser comorbidity index (P < 0.001), longer operative time (P = 0.040), and more levels fused (P = 0.030) were independent predictors of the need for blood transfusion. Patients with a higher body mass index (P = 0.012) and preoperative hemoglobin level (P < 0.001) had a reduced likelihood of receiving a transfusion. For circumferential fusion, greater age (P = 0.006) and longer operative times (P = 0.015) were independent predictors of blood transfusion, while a higher preoperative hemoglobin level (P < 0.001) and male sex (P = 0.002) were protective.
Our analysis identified older age, lower body mass index, greater Elixhauser comorbidity index, longer operative duration, more levels fused, and lower preoperative hemoglobin levels as independent predictors of requiring a blood transfusion following lumbar spinal fusion. Different surgical approaches were not found to be associated with transfusion.]]></abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>37257651</pmid><doi>10.1016/j.wneu.2023.05.087</doi><orcidid>https://orcid.org/0000-0001-5181-3966</orcidid><orcidid>https://orcid.org/0009-0006-4647-6196</orcidid><orcidid>https://orcid.org/0000-0001-8811-9687</orcidid><orcidid>https://orcid.org/0000-0003-0863-2953</orcidid><orcidid>https://orcid.org/0000-0002-9106-2228</orcidid><orcidid>https://orcid.org/0000-0002-6039-5142</orcidid><orcidid>https://orcid.org/0000-0003-1191-5479</orcidid><orcidid>https://orcid.org/0000-0002-3258-3568</orcidid><orcidid>https://orcid.org/0000-0002-2152-5725</orcidid><orcidid>https://orcid.org/0000-0001-9680-1088</orcidid></addata></record> |
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subjects | Adult Blood Transfusion Hemoglobins Humans Lumbar fusion Lumbar Vertebrae - surgery Male Postoperative complications Retrospective Studies Risk Factors Spinal Fusion - adverse effects Transfusion Treatment Outcome |
title | Predictors of Blood Transfusion in Patients Undergoing Lumbar Spinal Fusion |
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