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Classification and prognostic factors of residual symptoms after minimally invasive lumbar decompression surgery using a cluster analysis: a 5-year follow-up cohort study
Purpose Residual symptoms indicating incomplete remission of lower leg numbness or low back pain may occur after spine surgery. The purpose was to elucidate the pattern of residual symptoms 5 years after minimally invasive lumbar decompression surgery using a cluster analysis. Methods The study comp...
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Published in: | European spine journal 2021-04, Vol.30 (4), p.918-927 |
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creator | Toyoda, Hiromitsu Yamada, Kentaro Terai, Hidetomi Hoshino, Masatoshi Suzuki, Akinobu Takahashi, Shinji Tamai, Koji Ohyama, Shoichiro Hori, Yusuke Yabu, Akito Salimi, Hamidullah Nakamura, Hiroaki |
description | Purpose
Residual symptoms indicating incomplete remission of lower leg numbness or low back pain may occur after spine surgery. The purpose was to elucidate the pattern of residual symptoms 5 years after minimally invasive lumbar decompression surgery using a cluster analysis.
Methods
The study comprised 193 patients with lumbar spinal stenosis (LSS) (108 men, 85 women) ranging in age from 40 to 86 years (mean, 67.9 years). Each patient underwent 5-year follow-up. The Japanese Orthopedic Association score and visual analog scale scores for low back pain, leg pain, and leg numbness at 5 years were entered into the cluster analysis to characterize postoperative residual symptoms. Other clinical data were analyzed to detect the factors significantly related to each cluster.
Results
The analysis yielded four clusters representing different patterns of residual symptoms. Patients in cluster 1 (57.0%) were substantially improved and had few residual symptoms of LSS. Patients in cluster 2 (11.4%) were poorly improved and had major residual symptoms. Patients in cluster 3 (17.6%) were greatly improved but had mild residual low back pain. Patients in cluster 4 (14.0%) were improved but had severe residual leg numbness. Prognostic factors of cluster 2 were a short maximum walking distance, motor weakness, resting lower leg numbness, cofounding scoliosis, and high sagittal vertical axis.
Conclusions
This is the first study to identify specific patterns of residual symptoms of LSS after decompression surgery. Our results will contribute to acquisition of preoperative informed consent and identification of patients with the best chance of postoperative improvement. |
doi_str_mv | 10.1007/s00586-021-06754-y |
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Residual symptoms indicating incomplete remission of lower leg numbness or low back pain may occur after spine surgery. The purpose was to elucidate the pattern of residual symptoms 5 years after minimally invasive lumbar decompression surgery using a cluster analysis.
Methods
The study comprised 193 patients with lumbar spinal stenosis (LSS) (108 men, 85 women) ranging in age from 40 to 86 years (mean, 67.9 years). Each patient underwent 5-year follow-up. The Japanese Orthopedic Association score and visual analog scale scores for low back pain, leg pain, and leg numbness at 5 years were entered into the cluster analysis to characterize postoperative residual symptoms. Other clinical data were analyzed to detect the factors significantly related to each cluster.
Results
The analysis yielded four clusters representing different patterns of residual symptoms. Patients in cluster 1 (57.0%) were substantially improved and had few residual symptoms of LSS. Patients in cluster 2 (11.4%) were poorly improved and had major residual symptoms. Patients in cluster 3 (17.6%) were greatly improved but had mild residual low back pain. Patients in cluster 4 (14.0%) were improved but had severe residual leg numbness. Prognostic factors of cluster 2 were a short maximum walking distance, motor weakness, resting lower leg numbness, cofounding scoliosis, and high sagittal vertical axis.
Conclusions
This is the first study to identify specific patterns of residual symptoms of LSS after decompression surgery. Our results will contribute to acquisition of preoperative informed consent and identification of patients with the best chance of postoperative improvement.</description><identifier>ISSN: 0940-6719</identifier><identifier>EISSN: 1432-0932</identifier><identifier>DOI: 10.1007/s00586-021-06754-y</identifier><identifier>PMID: 33555366</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Back pain ; Bone surgery ; Cluster analysis ; Cohort analysis ; Decompression ; Leg ; Low back pain ; Medicine ; Medicine & Public Health ; Neck ; Neurosurgery ; Original Article ; Patients ; Remission ; Scoliosis ; Spinal stenosis ; Spine (lumbar) ; Surgery ; Surgical Orthopedics ; Walking</subject><ispartof>European spine journal, 2021-04, Vol.30 (4), p.918-927</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH, DE part of Springer Nature 2021</rights><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH, DE part of Springer Nature 2021.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c463t-360515136a5db8009c7397820622cc15c1f5c71b4e717b32c09ffb5f1b50e8a13</citedby><cites>FETCH-LOGICAL-c463t-360515136a5db8009c7397820622cc15c1f5c71b4e717b32c09ffb5f1b50e8a13</cites><orcidid>0000-0002-3126-0046</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33555366$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Toyoda, Hiromitsu</creatorcontrib><creatorcontrib>Yamada, Kentaro</creatorcontrib><creatorcontrib>Terai, Hidetomi</creatorcontrib><creatorcontrib>Hoshino, Masatoshi</creatorcontrib><creatorcontrib>Suzuki, Akinobu</creatorcontrib><creatorcontrib>Takahashi, Shinji</creatorcontrib><creatorcontrib>Tamai, Koji</creatorcontrib><creatorcontrib>Ohyama, Shoichiro</creatorcontrib><creatorcontrib>Hori, Yusuke</creatorcontrib><creatorcontrib>Yabu, Akito</creatorcontrib><creatorcontrib>Salimi, Hamidullah</creatorcontrib><creatorcontrib>Nakamura, Hiroaki</creatorcontrib><title>Classification and prognostic factors of residual symptoms after minimally invasive lumbar decompression surgery using a cluster analysis: a 5-year follow-up cohort study</title><title>European spine journal</title><addtitle>Eur Spine J</addtitle><addtitle>Eur Spine J</addtitle><description>Purpose
Residual symptoms indicating incomplete remission of lower leg numbness or low back pain may occur after spine surgery. The purpose was to elucidate the pattern of residual symptoms 5 years after minimally invasive lumbar decompression surgery using a cluster analysis.
Methods
The study comprised 193 patients with lumbar spinal stenosis (LSS) (108 men, 85 women) ranging in age from 40 to 86 years (mean, 67.9 years). Each patient underwent 5-year follow-up. The Japanese Orthopedic Association score and visual analog scale scores for low back pain, leg pain, and leg numbness at 5 years were entered into the cluster analysis to characterize postoperative residual symptoms. Other clinical data were analyzed to detect the factors significantly related to each cluster.
Results
The analysis yielded four clusters representing different patterns of residual symptoms. Patients in cluster 1 (57.0%) were substantially improved and had few residual symptoms of LSS. Patients in cluster 2 (11.4%) were poorly improved and had major residual symptoms. Patients in cluster 3 (17.6%) were greatly improved but had mild residual low back pain. Patients in cluster 4 (14.0%) were improved but had severe residual leg numbness. Prognostic factors of cluster 2 were a short maximum walking distance, motor weakness, resting lower leg numbness, cofounding scoliosis, and high sagittal vertical axis.
Conclusions
This is the first study to identify specific patterns of residual symptoms of LSS after decompression surgery. Our results will contribute to acquisition of preoperative informed consent and identification of patients with the best chance of postoperative improvement.</description><subject>Back pain</subject><subject>Bone surgery</subject><subject>Cluster analysis</subject><subject>Cohort analysis</subject><subject>Decompression</subject><subject>Leg</subject><subject>Low back pain</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Neck</subject><subject>Neurosurgery</subject><subject>Original Article</subject><subject>Patients</subject><subject>Remission</subject><subject>Scoliosis</subject><subject>Spinal stenosis</subject><subject>Spine (lumbar)</subject><subject>Surgery</subject><subject>Surgical Orthopedics</subject><subject>Walking</subject><issn>0940-6719</issn><issn>1432-0932</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kcGO1SAUhonROHdGX8CFIXHjBj2UAq07c6OOySRudN1QClcmtFw5ZUxfyaeU6x01ceGKBL7_J-d8hDzj8IoD6NcIIDvFoOEMlJYt2x6QHW9Fw6AXzUOyg74FpjTvL8gl4i0Alz2ox-RCCCmlUGpHfuyjQQw-WLOGtFCzTPSY02FJuAZLvbFrykiTp9lhmIqJFLf5uKYZqfGry3QOS5hNjBsNy53BcOdoLPNoMp2cTfOx5vDUjCUfXN5owbAcqKE2FjzlzWLihgHf1DvJNleDPsWYvrNypDZ9TXmluJZpe0IeeRPRPb0_r8iX9-8-76_ZzacPH_dvb5htlViZUCC55EIZOY0dQG-16HXXgGoaa7m03Eur-dg6zfUoGgu996P0fJTgOsPFFXl57q17-FYcrsMc0LoYzeJSwaFpO90KkKqr6It_0NtUch2oUhJ0V_20faWaM2VzQszOD8dcV5a3gcNwMjmcTQ7V5PDL5LDV0PP76jLObvoT-a2uAuIMYH1a6mr__v2f2p-vu61n</recordid><startdate>20210401</startdate><enddate>20210401</enddate><creator>Toyoda, Hiromitsu</creator><creator>Yamada, Kentaro</creator><creator>Terai, Hidetomi</creator><creator>Hoshino, Masatoshi</creator><creator>Suzuki, Akinobu</creator><creator>Takahashi, Shinji</creator><creator>Tamai, Koji</creator><creator>Ohyama, Shoichiro</creator><creator>Hori, Yusuke</creator><creator>Yabu, Akito</creator><creator>Salimi, Hamidullah</creator><creator>Nakamura, Hiroaki</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7QP</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-3126-0046</orcidid></search><sort><creationdate>20210401</creationdate><title>Classification and prognostic factors of residual symptoms after minimally invasive lumbar decompression surgery using a cluster analysis: a 5-year follow-up cohort study</title><author>Toyoda, Hiromitsu ; Yamada, Kentaro ; Terai, Hidetomi ; Hoshino, Masatoshi ; Suzuki, Akinobu ; Takahashi, Shinji ; Tamai, Koji ; Ohyama, Shoichiro ; Hori, Yusuke ; Yabu, Akito ; Salimi, Hamidullah ; Nakamura, Hiroaki</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c463t-360515136a5db8009c7397820622cc15c1f5c71b4e717b32c09ffb5f1b50e8a13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Back pain</topic><topic>Bone surgery</topic><topic>Cluster analysis</topic><topic>Cohort analysis</topic><topic>Decompression</topic><topic>Leg</topic><topic>Low back pain</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Neck</topic><topic>Neurosurgery</topic><topic>Original Article</topic><topic>Patients</topic><topic>Remission</topic><topic>Scoliosis</topic><topic>Spinal stenosis</topic><topic>Spine (lumbar)</topic><topic>Surgery</topic><topic>Surgical Orthopedics</topic><topic>Walking</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Toyoda, Hiromitsu</creatorcontrib><creatorcontrib>Yamada, Kentaro</creatorcontrib><creatorcontrib>Terai, Hidetomi</creatorcontrib><creatorcontrib>Hoshino, Masatoshi</creatorcontrib><creatorcontrib>Suzuki, Akinobu</creatorcontrib><creatorcontrib>Takahashi, Shinji</creatorcontrib><creatorcontrib>Tamai, Koji</creatorcontrib><creatorcontrib>Ohyama, Shoichiro</creatorcontrib><creatorcontrib>Hori, Yusuke</creatorcontrib><creatorcontrib>Yabu, Akito</creatorcontrib><creatorcontrib>Salimi, Hamidullah</creatorcontrib><creatorcontrib>Nakamura, Hiroaki</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>ProQuest Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><jtitle>European spine journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Toyoda, Hiromitsu</au><au>Yamada, Kentaro</au><au>Terai, Hidetomi</au><au>Hoshino, Masatoshi</au><au>Suzuki, Akinobu</au><au>Takahashi, Shinji</au><au>Tamai, Koji</au><au>Ohyama, Shoichiro</au><au>Hori, Yusuke</au><au>Yabu, Akito</au><au>Salimi, Hamidullah</au><au>Nakamura, Hiroaki</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Classification and prognostic factors of residual symptoms after minimally invasive lumbar decompression surgery using a cluster analysis: a 5-year follow-up cohort study</atitle><jtitle>European spine journal</jtitle><stitle>Eur Spine J</stitle><addtitle>Eur Spine J</addtitle><date>2021-04-01</date><risdate>2021</risdate><volume>30</volume><issue>4</issue><spage>918</spage><epage>927</epage><pages>918-927</pages><issn>0940-6719</issn><eissn>1432-0932</eissn><abstract>Purpose
Residual symptoms indicating incomplete remission of lower leg numbness or low back pain may occur after spine surgery. The purpose was to elucidate the pattern of residual symptoms 5 years after minimally invasive lumbar decompression surgery using a cluster analysis.
Methods
The study comprised 193 patients with lumbar spinal stenosis (LSS) (108 men, 85 women) ranging in age from 40 to 86 years (mean, 67.9 years). Each patient underwent 5-year follow-up. The Japanese Orthopedic Association score and visual analog scale scores for low back pain, leg pain, and leg numbness at 5 years were entered into the cluster analysis to characterize postoperative residual symptoms. Other clinical data were analyzed to detect the factors significantly related to each cluster.
Results
The analysis yielded four clusters representing different patterns of residual symptoms. Patients in cluster 1 (57.0%) were substantially improved and had few residual symptoms of LSS. Patients in cluster 2 (11.4%) were poorly improved and had major residual symptoms. Patients in cluster 3 (17.6%) were greatly improved but had mild residual low back pain. Patients in cluster 4 (14.0%) were improved but had severe residual leg numbness. Prognostic factors of cluster 2 were a short maximum walking distance, motor weakness, resting lower leg numbness, cofounding scoliosis, and high sagittal vertical axis.
Conclusions
This is the first study to identify specific patterns of residual symptoms of LSS after decompression surgery. Our results will contribute to acquisition of preoperative informed consent and identification of patients with the best chance of postoperative improvement.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>33555366</pmid><doi>10.1007/s00586-021-06754-y</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-3126-0046</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Back pain Bone surgery Cluster analysis Cohort analysis Decompression Leg Low back pain Medicine Medicine & Public Health Neck Neurosurgery Original Article Patients Remission Scoliosis Spinal stenosis Spine (lumbar) Surgery Surgical Orthopedics Walking |
title | Classification and prognostic factors of residual symptoms after minimally invasive lumbar decompression surgery using a cluster analysis: a 5-year follow-up cohort study |
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