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1.
Geroscience ; 46(3): 3123-3134, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38198027

RESUMO

Many studies have shown that the prevalence of degenerative spinal cord compression increases with age. However, most cases at early stages are asymptomatic, and their diagnosis remains challenging. Asymptomatic cervical spinal cord compression (ASCC) patients are more likely to experience annular tears, herniated disks, and later develop symptomatic compression. Asymptomatic individuals do not typically undergo spinal cord imaging; therefore, an assessment test that is both sensitive and specific in diagnosing ASCC may be helpful. It has been demonstrated that the Patient Reported Outcome Measure Information System (PROMIS) mobility test is sensitive in detecting degenerative cervical myelopathy (DCM) symptoms. We investigated the use of the PROMIS mobility test in assessing clinical dysfunction in ASCC. In this study, 51 DCM patients and 42 age-matched healthy control (HC) were enrolled. The degree of cervical spinal cord compression was assessed using the high-resolution cervical spinal cord T2 Weighted (T2w) MRIs, which were available for 14 DCM patients. Measurements of the spinal cords anterior-posterior (AP) diameter at the region(s) that were visibly compressed as well as at different cervical spine levels were used to determine the degree of compression. The age-matched HC cohort had a similar MRI to establish the normal range for AP diameter. Twelve (12) participants in the HC cohort had MRI evidence of cervical spinal cord compression; these individuals were designated as the ASCC cohort. All participants completed the PROMIS mobility, PROMIS pain interference (PI), PROMIS upper extremity (UE), modified Japanese orthopedic association (mJOA), and neck disability index (NDI) scoring scales. We examined the correlation between the AP diameter measurements and the clinical assessment scores to determine their usefulness in the diagnosis of ASCC. Furthermore, we examine the sensitivity and specificity of PROMIS mobility test and mJOA. Compared to the HC group, the participants in the ASCC and DCM cohorts were significantly older (p = 0.006 and p < 0.0001, respectively). Age differences were not observed between ASCC and DCM (p > 0.999). Clinical scores between the ASCC and the HC group were not significantly different using the mJOA (p > 0.99), NDI (p > 0.99), PROMIS UE (p = 0.23), and PROMIS PI (p = 0.82). However, there were significant differences between the ASCC and HC in the PROMIS mobility score (p = 0.01). The spinal cord AP diameter and the PROMIS mobility score showed a significant correlation (r = 0.44, p = 0.002). Decreasing PROMIS mobility was significantly associated with a decrease in cervical spinal cord AP diameter independent of other assessment measures. PROMIS mobility score had a sensitivity of 77.3% and specificity of 79.4% compared to 59.1% and 88.2%, respectively, for mJOA in detecting cervical spinal cord compression. Certain elements of ASCC are not adequately captured with the traditional mJOA and NDI scales used in DCM evaluation. In contrast to other evaluation scales utilized in this investigation, PROMIS mobility score shows a significant association with the AP diameter of the cervical spinal cord, suggesting that it is a sensitive tool for identifying early disability associated with degenerative change in the aging spine. In a comparative analysis of PROMIS mobility test against the standard mJOA, the PROMIS mobility demonstrated higher sensitivity for detecting cervical spinal cord compression. These findings underscore the potential use of PROMIS mobility score in clinical evaluation of the aging spine.


Assuntos
Compressão da Medula Espinal , Doenças da Medula Espinal , Humanos , Doenças da Medula Espinal/diagnóstico por imagem , Doenças da Medula Espinal/epidemiologia , Vértebras Cervicais/diagnóstico por imagem , Medidas de Resultados Relatados pelo Paciente , Envelhecimento
2.
Spine (Phila Pa 1976) ; 49(6): 378-384, 2024 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-38126538

RESUMO

STUDY DESIGN: Multicenter, prospective cohort study. OBJECTIVE: The current study aimed to identify the incidence of residual paresthesias after surgery for degenerative cervical myelopathy (DCM), and to demonstrate the impact of these symptoms on clinical outcomes and patient satisfaction. SUMMARY OF BACKGROUND DATA: Surgery for DCM aims to improve and/or prevent further deterioration of physical function and quality-of-life (QOL) in the setting of DCM. However, patients are often not satisfied with their treatment for myelopathy when they have severe residual paresthesias, even when physical function and QOL are improved after surgery. MATERIALS AND METHODS: The authors included 187 patients who underwent laminoplasty for DCM. All patients were divided into two groups based on their visual analog scale score for paresthesia of the upper extremities at one year postoperatively (>40 vs. ≤40 mm). Preoperative factors, changes in clinical scores and radiographic factors, and satisfaction scales at one year postoperatively were compared between groups. The authors used mixed-effect linear and logistic regression modeling to adjust for confounders. RESULTS: Overall, 86 of 187 patients had severe residual paresthesia at one year postoperatively. Preoperative patient-oriented pain scale scores were significantly associated with postoperative residual paresthesia ( P =0.032). A mixed-effect model demonstrated that patients with severe postoperative residual paresthesia showed significantly smaller improvements in QOL ( P =0.046) and myelopathy ( P =0.037) than patients with no/mild residual paresthesia. Logistic regression analysis identified that residual paresthesia was significantly associated with lower treatment satisfaction, independent of improvements in myelopathy and QOL (adjusted odds ratio: 2.5, P =0.010). CONCLUSION: In total, 45% of patients with DCM demonstrated severe residual paresthesia at one year postoperatively. These patients showed significantly worse treatment satisfaction, even after accounting for improvements in myelopathy and QOL. As such, in patients who experience higher preoperative pain, multidisciplinary approaches for residual paresthesia, including medications for neuropathic pain, might lead to greater clinical satisfaction. LEVEL OF EVIDENCE: 3.


Assuntos
Parestesia , Doenças da Medula Espinal , Humanos , Parestesia/epidemiologia , Parestesia/etiologia , Estudos Prospectivos , Qualidade de Vida , Incidência , Resultado do Tratamento , Vértebras Cervicais/cirurgia , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/cirurgia , Dor
3.
J Feline Med Surg ; 25(10): 1098612X231199731, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37791892

RESUMO

OBJECTIVES: The aim of the study was to describe the patient demographics, clinicopathological features and presumptive or final diagnoses in cats with myelopathies between the T1 and T6 vertebrae. METHODS: This retrospective multicentre case study enrolled cases between 2015 and 2022 that were diagnosed with myelopathies between the T1 and T6 vertebrae as the primary cause for the presenting clinical signs. RESULTS: A total of 21 cases matched the inclusion criteria, 13 males (11 castrated and 2 entire) and 8 spayed females (median age 93 months; range 5-192). Most of the cases presented with a chronic and progressive history (76% and 86%, respectively), with a median duration of 29 days (range 1-2880). At the time of presentation, 90% of the cases were localised to the T3-L3 spinal cord segments based on neurological examination. The most common underlying pathology was neoplasia (42.9%), followed by inflammatory (24%), anomalous (19%), degenerative (9.5%) and vascular (4.8%) disorders. The most common location was T3-T4 (29%), followed by T2-T3 and T5-T6 (19% each). The cutaneous trunci reflex was normal in 86% of the cases and most of the cases (71%) did not show spinal discomfort upon admission. CONCLUSIONS AND RELEVANCE: Neoplasia was the most common cause of cranial thoracic myelopathy in this study. The lack of pathognomonic clinical signs for this specific region highlights the importance of assessing the entire thoracolumbar region up to and including at least the T1 vertebra when investigating cases with signs consistent with a T3-L3 myelopathy.


Assuntos
Doenças do Gato , Neoplasias , Doenças da Medula Espinal , Masculino , Feminino , Gatos , Animais , Doenças da Medula Espinal/diagnóstico , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/veterinária , Vértebras Torácicas , Reflexo , Neoplasias/veterinária , Demografia , Doenças do Gato/diagnóstico , Doenças do Gato/epidemiologia
4.
Res Vet Sci ; 162: 104959, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37480717

RESUMO

Canine degenerative myelopathy (CDM) is a late-onset fatal disorder associated with a point mutation of the superoxide dismutase 1 (SOD1) gene (c.118G > A). The purpose of this study was to determine the genotype and allele frequencies of this mutation in 108 dogs, mainly in Belgian Malinois and German Shepherd dogs with (CDM-affected group) and without CDM clinical symptoms (control group) in Greece. Genotyping of the c.118G > A mutation was possible by Sanger sequencing and PCR-RFLP. The observed genotype frequencies for the control group were 89.4% for the homozygous (G/G), 9.6% for the heterozygous (A/G), and 0.96% for the homozygous mutant (A/A) allele. The mutant allele was not common in the Belgian Malinois dogs (allele frequency = 0.029), but quite common in the German Shepherd dogs (allele frequency = 0.138). In the CDM affected group, all 4 dogs were homozygous for the mutant allele. These frequencies were close to those expected, indicating no significant departure from Hardy-Weinberg equilibrium. A strong but not statistically significant association between the mutant allele and CDM was observed. A previously identified deletion upstream of the mutation of interest was found at a high frequency (0.361) in the population.


Assuntos
Doenças do Cão , Doenças da Medula Espinal , Cães , Animais , Superóxido Dismutase-1/genética , Grécia/epidemiologia , Prevalência , Alelos , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/genética , Doenças da Medula Espinal/veterinária , Doenças do Cão/epidemiologia , Doenças do Cão/genética
5.
J Neurosurg Spine ; 39(1): 11-27, 2023 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-37021762

RESUMO

OBJECTIVE: Depression and anxiety are associated with inferior outcomes following spine surgery. In this study, the authors examined whether patients with cervical spondylotic myelopathy (CSM) who have both self-reported depression (SRD) and self-reported anxiety (SRA) have worse postoperative patient-reported outcomes (PROs) compared with patients who have only one or none of these comorbidities. METHODS: This study is a retrospective analysis of prospectively collected data from the Quality Outcomes Database CSM cohort. Comparisons were made among patients who reported the following: 1) either SRD or SRA, 2) both SRD and SRA, or 3) neither comorbidity at baseline. PROs at 3, 12, and 24 months (scores for the visual analog scale [VAS] for neck pain and arm pain, Neck Disability Index [NDI], modified Japanese Orthopaedic Association [mJOA] scale, EQ-5D, EuroQol VAS [EQ-VAS], and North American Spine Society [NASS] patient satisfaction index) and achievement of respective PRO minimal clinically important differences (MCIDs) were compared. RESULTS: Of the 1141 included patients, 199 (17.4%) had either SRD or SRA alone, 132 (11.6%) had both SRD and SRA, and 810 (71.0%) had neither. Preoperatively, patients with either SRD or SRA alone had worse scores for VAS neck pain (5.6 ± 3.1 vs 5.1 ± 3.3, p = 0.03), NDI (41.0 ± 19.3 vs 36.8 ± 20.8, p = 0.007), EQ-VAS (57.0 ± 21.0 vs 60.7 ± 21.7, p = 0.03), and EQ-5D (0.53 ± 0.23 vs 0.58 ± 0.21, p = 0.008) than patients without such disorders. Postoperatively, in multivariable adjusted analyses, baseline SRD or SRA alone was associated with inferior improvement in the VAS neck pain score and a lower rate of achieving the MCID for VAS neck pain score at 3 and 12 months, but not at 24 months. At 24 months, patients with SRD or SRA alone experienced less change in EQ-5D scores and were less likely to meet the MCID for EQ-5D than patients without SRD or SRA. Furthermore, patient self-reporting of both psychological comorbidities did not impact PROs at all measured time points compared with self-reporting of only one psychological comorbidity alone. Each cohort (SRD or SRA alone, both SRD and SRA, and neither SRD nor SRA) experienced significant improvements in mean PROs at all measured time points compared with baseline (p < 0.05). CONCLUSIONS: Approximately 12% of patients who underwent surgery for CSM presented with both SRD and SRA, and 29% presented with at least one symptom. The presence of either SRD or SRA was independently associated with inferior scores for 3- and 12-month neck pain following surgery, but this difference was not significant at 24 months. However, at long-term follow-up, patients with SRD or SRA experienced lower quality of life than patients without SRD or SRA. The comorbid presence of both depression and anxiety was not associated with worse patient outcomes than either diagnosis alone.


Assuntos
Cervicalgia , Doenças da Medula Espinal , Humanos , Estudos Retrospectivos , Resultado do Tratamento , Cervicalgia/epidemiologia , Cervicalgia/cirurgia , Autorrelato , Qualidade de Vida , Depressão/epidemiologia , Vértebras Cervicais/cirurgia , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/cirurgia , Comorbidade
6.
Clin Spine Surg ; 36(3): 112-119, 2023 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-36920372

RESUMO

STUDY DESIGN: Prospective observational study, level of evidence 1 for prognostic investigations. OBJECTIVES: To evaluate the prevalence of sleep impairment and predictors of improved sleep quality 24 months postoperatively in cervical spondylotic myelopathy (CSM) using the quality outcomes database. SUMMARY OF BACKGROUND DATA: Sleep disturbances are a common yet understudied symptom in CSM. MATERIALS AND METHODS: The quality outcomes database was queried for patients with CSM, and sleep quality was assessed through the neck disability index sleep component at baseline and 24 months postoperatively. Multivariable logistic regressions were performed to identify risk factors of failure to improve sleep impairment and symptoms causing lingering sleep dysfunction 24 months after surgery. RESULTS: Among 1135 patients with CSM, 904 (79.5%) had some degree of sleep dysfunction at baseline. At 24 months postoperatively, 72.8% of the patients with baseline sleep symptoms experienced improvement, with 42.5% reporting complete resolution. Patients who did not improve were more like to be smokers [adjusted odds ratio (aOR): 1.85], have osteoarthritis (aOR: 1.72), report baseline radicular paresthesia (aOR: 1.51), and have neck pain of ≥4/10 on a numeric rating scale. Patients with improved sleep noted higher satisfaction with surgery (88.8% vs 72.9%, aOR: 1.66) independent of improvement in other functional areas. In a multivariable analysis including pain scores and several myelopathy-related symptoms, lingering sleep dysfunction at 24 months was associated with neck pain (aOR: 1.47) and upper (aOR: 1.45) and lower (aOR: 1.52) extremity paresthesias. CONCLUSION: The majority of patients presenting with CSM have associated sleep disturbances. Most patients experience sustained improvement after surgery, with almost half reporting complete resolution. Smoking, osteoarthritis, radicular paresthesia, and neck pain ≥4/10 numeric rating scale score are baseline risk factors of failure to improve sleep dysfunction. Improvement in sleep symptoms is a major driver of patient-reported satisfaction. Incomplete resolution of sleep impairment is likely due to neck pain and extremity paresthesia.


Assuntos
Transtornos do Sono-Vigília , Doenças da Medula Espinal , Espondilose , Humanos , Vértebras Cervicais/cirurgia , Cervicalgia/complicações , Osteoartrite/complicações , Parestesia/complicações , Prevalência , Qualidade de Vida , Sono , Doenças da Medula Espinal/complicações , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/cirurgia , Espondilose/complicações , Espondilose/cirurgia , Resultado do Tratamento , Transtornos do Sono-Vigília/epidemiologia
7.
Arch Orthop Trauma Surg ; 143(2): 717-727, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34432096

RESUMO

INTRODUCTION: The anterior cervical spine approach is safe and effective in many cervical spine pathologies. It is considered one of the most common approaches in spine surgery. Postoperative infections after anterior cervical surgery are rare but serious. MATERIALS AND METHODS: This study is a retrospective database analysis. In this study, the incidence, and the local risk factors of postoperative infection after anterior-only sub-axial cervical spine surgery in a high-volume spine center were analyzed. The data of patients operated in a teaching hospital is electronically stored in a comprehensive medical database program. Postoperative infection after anterior cervical surgery from C2 to C7 was calculated and analyzed. In the study period, 4897 patients were operated. Twenty-four infections after a primary aseptic operation were detected. Independent local risk factors were estimated. RESULTS: Postoperative infection occurred in 24/4897 patients (0.49%). The incidence of infection after cervical trauma was 3% (7/229), after spinal cord injury 4.3% (2/46), with myelopathy 1.98% (11/556), and after revision surgery 1.25% (7/560). The incidence showed a significant increase (p = 0.00, 0.01, 0.02). In 14 of the postoperatively infected patients (58.3%) an oesophageal injury was diagnosed. Odds ratios (OR) with a confidence interval (CI) of 95% was calculated. Independent risk factors for the postoperative infections were: Cervical trauma (OR 8.59, 95% CI 3.52-20.93), revision surgery (OR 3.22, 95% CI 1.33-7.82), The presence of cervical myelopathy (OR 6.71, 95% CI 2.99-15.06), and spinal cord injury (OR 9.33, 95% CI 2.13-40.83). CONCLUSIONS: Postoperative infection after anterior cervical surgery is low (0.49%). In addition to the general risk factor for infection, the local risk factors are trauma, myelopathy, spinal cord injury, and revision surgeries. In the case of postoperative infection, an oesophageal injury should be excluded.


Assuntos
Doenças da Medula Espinal , Traumatismos da Medula Espinal , Humanos , Estudos Retrospectivos , Incidência , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Vértebras Cervicais/cirurgia , Vértebras Cervicais/lesões , Fatores de Risco , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/cirurgia , Doenças da Medula Espinal/complicações , Traumatismos da Medula Espinal/complicações
8.
J Neurol ; 270(1): 311-319, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-36056204

RESUMO

BACKGROUND: Degenerative cervical myelopathy (DCM) is a poorly recognised form of spinal cord injury which arises when degenerative changes in the cervical spine injure the spinal cord. Timely surgical intervention is critical to preventing disability. Despite this, DCM is frequently undiagnosed, and may be misconstrued as normal ageing. For a disease associated with age, we hypothesised that the elderly may represent an underdiagnosed population. This study aimed to evaluate this hypothesis by comparing age-stratified estimates of DCM prevalence based on spinal cord compression (SCC) data with hospital-diagnosed prevalence in the UK. METHODS: We queried the UK Hospital Episode Statistics database for admissions with a primary diagnosis of DCM. Age-stratified incidence rates were calculated and extrapolated to prevalence by adjusting population-level life expectancy to the standardised mortality ratio of DCM. We compared these figures to estimates of DCM prevalence based on the published conversion rate of asymptomatic SCC to DCM. RESULTS: The mean prevalence of DCM across all age groups was 0.19% (0.17, 0.21), with a peak prevalence of 0.42% at age 50-54 years. This contrasts with estimates from SCC data which suggest a mean prevalence of 2.22% (0.436, 2.68) and a peak prevalence of 4.16% at age > 79 years. CONCLUSIONS: To our knowledge, this is the first study to estimate the age-stratified prevalence of DCM and estimate underdiagnosis. There is a substantial difference between estimates of DCM prevalence derived from SCC data and UK hospital activity data. This is greatest amongst elderly populations, indicating a potential health inequality.


Assuntos
Compressão da Medula Espinal , Doenças da Medula Espinal , Humanos , Idoso , Pessoa de Meia-Idade , Prevalência , Disparidades nos Níveis de Saúde , Doenças da Medula Espinal/diagnóstico , Doenças da Medula Espinal/epidemiologia , Compressão da Medula Espinal/epidemiologia , Compressão da Medula Espinal/diagnóstico , Compressão da Medula Espinal/etiologia , Pescoço , Vértebras Cervicais
9.
Spine J ; 23(4): 550-557, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36567055

RESUMO

BACKGROUND CONTEXT: Patient-reported outcomes (PROs) are increasingly utilized to evaluate the efficacy and value of spinal procedures. Among patients with cervical myelopathy, the modified Japanese Orthopaedic Association (mJOA) remains the standard instrument, with Patient-Reported Outcomes Measurement Information System (PROMIS) physical function (PF) and patient satisfaction also frequently assessed. These outcomes have not all been directly compared using a large spine registry at 2 years follow-up for cervical myelopathic patients undergoing surgery. PURPOSE: To determine the correlation and association of PROMIS PF, mJOA, and patient satisfaction outcomes in patients undergoing surgery for cervical myelopathy. STUDY DESIGN/SETTING: Retrospective review of a multicenter spine registry database. PATIENT SAMPLE: Adult patients with cervical myelopathy who underwent cervical spine surgery between 2/26/2018 and 4/17/2021. OUTCOME MEASURES: PROMIS PF, mJOA, and North American Spine Society (NASS) patient satisfaction index. METHODS: The MSSIC database was accessed to gather pre- and postoperative outcome data on patients with cervical myelopathy. Spearman's correlation coefficients relating mJOA and PROMIS PF were quantified up to 2 years postoperatively. The correlations between patient satisfaction with mJOA and PROMIS were determined. Kappa statistics were used to evaluate for agreement between those reaching the minimum clinically important difference (MCID) for mJOA and PROMIS PF. Odds ratios were calculated to determine the association between patient satisfaction and those reaching MCID for mJOA and PROMIS PF. Support for MSSIC is provided by BCBSM and Blue Care Network as part of the BCBSM Value Partnerships program. RESULTS: Data from 2,023 patients were included. Moderate to strong correlations were found between mJOA and PROMIS PF at all time points (p<.001). These outcomes had fair agreement at all postoperative time points when comparing those who reached MCID. Satisfaction was strongly related to changes from baseline for both mJOA and PROMIS PF at all time points (p<.001). Odds ratios associating satisfaction with PROMIS PF MCID were higher at all time points compared with mJOA, although the differences were not significant. CONCLUSIONS: PROMIS PF has a strong positive correlation with mJOA up to 2 years postoperatively in patients undergoing surgery for cervical myelopathy, with similar odds of achieving MCID with both instruments. Patient satisfaction is predicted similarly by these outcome measures by 2 years postoperatively. These results affirm the validity of PROMIS PF in the cervical myelopathic population. Given its generalizability and ease of use, PROMIS PF may be a more practical outcome measure for clinical use compared with mJOA.


Assuntos
Ortopedia , Doenças da Medula Espinal , Adulto , Humanos , Satisfação do Paciente , Michigan , Doenças da Medula Espinal/epidemiologia , Coluna Vertebral , Medidas de Resultados Relatados pelo Paciente , Resultado do Tratamento
10.
Sci Rep ; 12(1): 12856, 2022 07 27.
Artigo em Inglês | MEDLINE | ID: mdl-35896806

RESUMO

During the last decades, there has been an increase in the rate of surgery for degenerative disorders of the cervical spine and in the use of supplementary private health insurance. Still, there is limited knowledge about the differences in characteristics of patients operated in public and private hospitals. Therefore, we aimed at comparing sociodemographic-, clinical- and patient management data on patients operated for degenerative cervical radiculopathy and degenerative cervical myelopathy in public and private hospitals in Norway. This was a cross-sectional study on patients in the Norwegian Registry for Spine Surgery operated for degenerative cervical radiculopathy and degenerative cervical myelopathy between January 2012 and December 2020. At admission for surgery, we assessed disability by the following patient reported outcome measures (PROMs): neck disability index (NDI), EuroQol-5D (EQ-5D) and numerical rating scales for neck pain (NRS-NP) and arm pain (NRS-AP). Among 9161 patients, 7344 (80.2%) procedures were performed in public hospitals and 1817 (19.8%) in private hospitals. Mean age was 52.1 years in public hospitals and 49.7 years in private hospitals (P < 0.001). More women were operated in public hospitals (47.9%) than in private hospitals (31.6%) (P < 0.001). A larger proportion of patients in private hospitals had high education (≥ 4 years of college or university) (42.9% vs 35.6%, P < 0.001). Patients in public hospitals had worse disease-specific health problems than those in private hospitals: unadjusted NDI mean difference was 5.2 (95% CI 4.4 - 6.0; P < 0.001) and adjusted NDI mean difference was 3.4 (95% CI 2.5 - 4.2; P < 0.001), and they also had longer duration of symptoms (P < 0.001). Duration of surgery (mean difference 29 minutes, 95% CI 27.1 - 30.7; P < 0.001) and length of hospital stay (mean difference 2 days, 95% CI 2.3 - 2.4; P < 0.001) were longer in public hospitals. In conclusion, patients operated for degenerative cervical spine in private hospitals were healthier, younger, better educated and more often men. They also had less and shorter duration of symptoms and seemed to be managed more efficiently. Our findings indicate that access to cervical spine surgery in private hospitals could be skewed in favour of patients with higher socioeconomic status.


Assuntos
Radiculopatia , Doenças da Medula Espinal , Vértebras Cervicais/cirurgia , Estudos Transversais , Feminino , Hospitais Privados , Humanos , Masculino , Pessoa de Meia-Idade , Radiculopatia/cirurgia , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/cirurgia , Resultado do Tratamento
11.
Acta Neurochir (Wien) ; 164(6): 1535-1541, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35511406

RESUMO

PURPOSE: Degenerative cervical myelopathy (DCM) is the most common cause of adult spinal cord dysfunction worldwide. However, the current incidence of DCM is poorly understood. The Hospital Episode Statistics (HES) database contains details of all secondary care admissions across NHS hospitals in England. This study aimed to use HES data to characterise surgical activity for DCM in England. METHODS: The HES database was interrogated for all cases of DCM between 2012 and 2019. DCM cases were identified from 5 ICD-10 codes. Age-stratified values were collected for 'Finished Consultant Episodes' (FCEs), which correspond to a patient's hospital admission under a lead clinician. Data was analysed to explore current annual activity and longitudinal change. RESULTS: 34,903 FCEs with one or more of the five ICD-10 codes were identified, of which 18,733 (53.6%) were of working age (18-64 years). Mean incidence of DCM was 7.44 per 100,000 (SD ± 0.32). Overall incidence of DCM rose from 6.94 per 100,000 in 2012-2013 to 7.54 per 100,000 in 2018-2019. The highest incidence was seen in 2016-2017 (7.94 per 100,000). The median male number of FCEs per year (2919, IQR: 228) was consistently higher than the median female number of FCEs per year (2216, IQR: 326). The rates of both emergency admissions and planned admissions are rising. CONCLUSIONS: The incidence of hospitalisation for DCM in England is rising. Health care policymakers and providers must recognise the increasing burden of DCM and act to address both early diagnoses and access to treatment in future service provision plans.


Assuntos
Doenças da Medula Espinal , Medicina Estatal , Adolescente , Adulto , Bases de Dados Factuais , Feminino , Hospitalização , Hospitais , Humanos , Masculino , Pessoa de Meia-Idade , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/cirurgia , Adulto Jovem
12.
Clin Neurol Neurosurg ; 218: 107269, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35576780

RESUMO

OBJECTIVE: Normal pressure hydrocephalus (NPH) and degenerative cervical myelopathy (DCM) can each lead to gait dysfunction and urinary incontinence and may occur concurrently in some patients. In patients presenting with NPH and DCM, there is a paucity of literature describing the medical and surgical complications of treatment and the potential consequences of the sequence of surgical procedures. The aim of this study is to evaluate patients with DCM, NPH, and dual pathology to determine epidemiology and how the order of surgical intervention for both conditions may impact complications and patient outcomes. METHODS: The PearlDiver Mariner database was queried between 2010 and 2020 to identify patients by their diagnosis of NPH, DCM, or both. Additional groups were created to identify cohorts of patients who underwent ventriculoperitoneal (VP) shunting, DCM surgery, or both surgeries, as determined by the CPT, ICD9, and ICD10 codes included in the dataset. Overall demographics were reported for these cohorts of patients including age, gender, and region. Multivariable logistic regression, controlling for age, sex, and Charlson Comorbidity Index, was used to calculate odds ratios for the rates of perioperative complications within 1 year of initial ventriculoperitoneal (VP) shunt and/or DCM surgery. RESULTS: A total of 825,989 patients were identified with DCM and/or NPH: 725,433 (87.8%) had myelopathy alone, 96, 411 (11.7%), had NPH alone, and 4145 patients (0.5%) had both NPH and DCM. Of all patients with NPH, 4.8% underwent DCM surgery. Of all patients with DCM, 0.08% underwent VP shunting. Compared to NPH only patients who underwent VP shunting, patients with both pathologies undergoing VP shunting had higher odds of revision at 1-year (OR: 1.33, p-value: 0.04) and 5-years (OR: 1.36, p-value: 0.011), as well as spinal cord injury (OR: 7.77, p-value 0.016), dysphonia (OR: 2.88, p-value: 0.004), cervicalgia (OR: 2.95, p-value: 0.004), cervical kyphosis (OR: 17.49, p-value: 0.004), and limb paralysis (OR: 2.02, p-value: 0.002). Compared to DCM only patients who underwent DCM surgery, patients with both pathologies undergoing DCM surgery had higher odds of cardiac complications (OR: 1.12, p-value: 0.002), dural tear (OR: 1.66, p-value: 0.029), and dysphagia (OR: 1.28, p-value: <0.001). Patients who underwent VP shunting prior to DCM surgery had higher odds of revision shunting surgery at 1-year (OR:1.61, p-value:0.03) and 5- years (OR:2.16, p-value: <0.001). CONCLUSION: This is the largest study to date examining patients with dual cervical myelopathy and normal pressure hydrocephalus. Surgeons should carefully consider the order of VP shunting and DCM surgery, as complication rates differ depending on the order in which these surgeries are performed. Shunt revision is more common when VP shunting is performed prior to spinal decompression.


Assuntos
Hidrocefalia de Pressão Normal , Hidrocefalia , Doenças da Medula Espinal , Humanos , Hidrocefalia/cirurgia , Hidrocefalia de Pressão Normal/epidemiologia , Hidrocefalia de Pressão Normal/cirurgia , Procedimentos Neurocirúrgicos , Reoperação , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/cirurgia , Resultado do Tratamento , Derivação Ventriculoperitoneal/efeitos adversos
13.
Artigo em Inglês | MEDLINE | ID: mdl-35457756

RESUMO

University students have the highest smartphone-use addiction, which coincides with a rising number in instances of neck pain. As the time in smartphone use increases, neck flexion tends to increase. These positions can affect the spinal cord by the direct and indirect mechanisms which lead to cervical myelopathy. Thus, the current study aimed to determine the prevalence and associated factors of clinical myelopathic signs in smartphone-using university students with neck pain. A total of 237 smartphone-using university students with neck pain participated in the study. They were 20 to 25 years old. Their clinical myelopathic signs were evaluated using standardized test procedures. The prevalence of the clinical myelopathic sign was the Trömner sign at 41.35%, the finger escape sign at 28.27%, Hoffmann's sign at 25.74%, and the inverted supinator sign at 18.14%. Smartphone usage ≥9.15 h per day was associated with ≥1 of a positive clinical myelopathic sign (adjusted OR = 1.85, 95% CI = 1.05 to 3.26, p = 0.05). The current study highlighted that prolonged smartphone usage may affect the spinal cord. Long duration (≥9 h per day) was associated with at least one positive clinical myelopathic sign. Therefore, smartphone-using university students need to keep their duration of smartphone use to less than 9 h per day. More attention should be given to increasing awareness about the importance of having healthy positions when using smartphones and using them for restricted durations in order to control the increasing prevalence of cervical myelopathy among smartphone-using university student in our societies.


Assuntos
Cervicalgia , Doenças da Medula Espinal , Adulto , Humanos , Cervicalgia/epidemiologia , Cervicalgia/etiologia , Prevalência , Smartphone , Doenças da Medula Espinal/epidemiologia , Estudantes , Universidades , Adulto Jovem
14.
J Clin Neurosci ; 99: 53-61, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-35255357

RESUMO

Degenerative cervical myelopathy (DCM) is a progressive cervical spinal cord injury brought about by mechanical stress from degenerative changes in the cervical spine. It is typically diagnosed on clinical symptoms and examination findings together with MRI findings. In this study, we explore the significance of these degenerative pathology to onset of DCM by performing the first meta-analysis on the prevalence of degenerative features reported on MRI amongst healthy and asymptomatic populations and compare this to the prevalence of degenerative features reported on MRI amongst a symptomatic population calculated in a previous review. We conducted a systematic review and meta-analysis in accordance with PRISMA guidelines, cognizant of their adaptation for epidemiological studies. A search strategy was used to identify original research carrying out MRI screening of cervical spines of asymptomatic patients in MEDLINE and Embase from 1985 to present day. The search yielded a total of 1098 studies of which 17 were included in this meta-analysis covering a total of 5059 patients. Ossification of posterior longitudinal ligament (pooled asymptomatic prevalence of 0.4%, 95% Confidence Interval [0.1%, 0.8%]), enlargement of ligamentum flavum (pooled asymptomatic prevalence of 11.8%, 95% Confidence Interval [5.3%, 18.4%]) and degenerative multilevel disc pathology (pooled asymptomatic prevalence of 64.5%, 95% Confidence Interval [48.3%, 80.8%], I2 100%) were found to be significantly lower in asymptomatic populations. Symptomatic populations have a prevalence of 10.5% (95% Confidence Interval [7.7%, 13.3%]) for ossification of posterior longitudinal ligament, 56.8% (95% Confidence Interval [52.3%, 61.3%]) for enlargement of ligamentum flavum and 89.7% (95% Confidence Interval [86.9%, 92.5%]) for degenerative multilevel disc pathology [18]. Understanding the natural history of DCM is a recognised research priority, and whilst these perspectives require further evaluation, they may be of significant relevance to the evolving biomechanical understanding of the disease.


Assuntos
Ossificação do Ligamento Longitudinal Posterior , Doenças da Medula Espinal , Vértebras Cervicais/diagnóstico por imagem , Vértebras Cervicais/patologia , Humanos , Hipertrofia/patologia , Imageamento por Ressonância Magnética , Prevalência , Doenças da Medula Espinal/diagnóstico por imagem , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/patologia
15.
Medicine (Baltimore) ; 101(5): e28743, 2022 Feb 04.
Artigo em Inglês | MEDLINE | ID: mdl-35119027

RESUMO

ABSTRACT: The appearance of atherosclerosis in the carotid artery may be suggest the possibility of atherosclerosis in the spinal cord artery, which can cause spinal cord ischemia and further lead to neural element damage.According to the inclusion and exclude standard, there are 137 patients with cervical spondylotic myelopathy (CSM) incorporating retrospective analysis. These patients were consecutively admitted into The Second Hospital- Cheeloo College of Medicine-Shandong University from January 2016 to December 2018 and have accepted surgical treatment. All patients were examined by color Doppler ultrasound to detect carotid atherosclerosis before surgery. All patients were divided into 2 groups according to the presence or absence of carotid atherosclerosis: carotid atherosclerosis group (n = 88) and noncarotid atherosclerosis group (n = 49). All patients were followed up for at least 12 months after surgery. Demographic and surgery-related data were collected and analyzed to identify potential factors that affect the surgical outcomes in CSM.The average age of carotid atherosclerosis group (51 males and 37 females), and noncarotid atherosclerosis group (24 males and 25 females) were 62.02 ±â€Š10.34 years (range, 38-85 years) and 49.61 ±â€Š10.28 years (range, 26-67 years), respectively.In carotid atherosclerosis group: pre and postoperative modify Japanese Orthopedic Association Scores (mJOA score) were 11.58 ±â€Š1.82 and 14.36 ±â€Š1.64; the recovery rate of mJOA score was 45.57% ±â€Š13.28%. In noncarotid atherosclerosis group: pre and postoperative mJOA score were 12.00 ±â€Š2.11 and 15.04 ±â€Š1.70; the recovery rate of mJOA score was 53.90% ±â€Š13.22%. Univariate logistic regression analysis demonstrated that gender (P = .004), age ≥65 years (P = .001), duration of symptoms ≥12 months (P = .040), smoking history (P < .001), preoperative mJOA score ≤11 (P = .007) and carotid atherosclerosis (P = .004) were related to poor surgical outcomes. Multivariate logistic regression analysis showed significant correlations between poor surgical outcomes and age ≥65 years (P = .047), smoking history (P = .010), preoperative mJOA score ≤11 (P = .008) or carotid atherosclerosis (P = .047).Carotid atherosclerosis may be a risk factor for poor surgical outcomes in CSM.


Assuntos
Aterosclerose , Doenças das Artérias Carótidas , Doenças da Medula Espinal , Espondilose , Adulto , Idoso , Idoso de 80 Anos ou mais , Aterosclerose/complicações , Aterosclerose/diagnóstico por imagem , Aterosclerose/epidemiologia , Doenças das Artérias Carótidas/complicações , Doenças das Artérias Carótidas/diagnóstico por imagem , Doenças das Artérias Carótidas/epidemiologia , Vértebras Cervicais/diagnóstico por imagem , Vértebras Cervicais/cirurgia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Doenças da Medula Espinal/diagnóstico por imagem , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/etiologia , Espondilose/complicações , Espondilose/diagnóstico por imagem , Espondilose/cirurgia , Resultado do Tratamento
16.
Clin Neurol Neurosurg ; 212: 107059, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34861469

RESUMO

STUDY DESIGN: Retrospective cohort study OBJECTIVE: The aim of this study was to investigate the effect of body mass index (BMI) on the reoperation rate and cervical sagittal alignment of patients who underwent posterior cervical decompression and fusion for cervical spondylotic myelopathy (CSM). SUMMARY OF BACKGROUND DATA: Cervical sagittal balance has been correlated with postoperative clinical outcomes. Previous studies have shown worse postoperative sagittal alignment and higher reoperation rates in patients with high BMI undergoing anterior decompression and fusion. Similar evidence for the impact of obesity in postoperative sagittal alignment for patients with (CSM) undergoing posterior cervical decompression and fusion (PCF) is lacking. METHODS: A retrospective analysis of 198 patients who underwent PCF for cervical myelopathy due to degenerative spine disease was performed. Demographics, need for reoperation, and perioperative radiographic parameters were collected. Cervical lordosis (CL), C2-7 sagittal vertical axis (SVA), and T1 slope (T1S) was measured on standing lateral radiographs. Comparative analysis of the patient cohort was performed by stratifying the sample population into three BMI categories (<25, 25-30, ≥30). RESULT: Of the 198 patients that met inclusion criteria, 53 had BMI normal (<25), 65 were overweight (25-30), and 80 were obese (≥30). Mean SVA increased postoperatively in all groups, 4 mm in the normal group, 13 mm in the overweight group, and 13 mm in the obese group (p = 0.003). There was no significant difference in the postoperative change of cervical lordosis or T1 slope between the groups. Multivariate analysis demonstrated fusions involving the cervicothoracic junction and those involving 5 or more levels significantly affected alignment parameters. There were 27 complications requiring reoperation (14%) with no significant differences among the groups stratified by BMI (p = 0.386). CONCLUSIONS: Overweight patients (BMI>25) with CSM undergoing PCF had a greater increase in SVA than normal weight patients while reoperation rates were similar. In addition, preoperative CL increased with increasing BMI, although this trend was not Powered by Editorial Manager® and ProduXion Manager® from Aries Systems Corporation significant and there was not found to be a significant difference between the change in CL from baseline to post-fusion between BMI cohorts. This study further highlights the importance of considering BMI when attempting to optimize sagittal alignment in patients undergoing PCF.


Assuntos
Vértebras Cervicais , Descompressão Cirúrgica , Avaliação de Resultados em Cuidados de Saúde , Sobrepeso , Reoperação , Doenças da Medula Espinal/cirurgia , Fusão Vertebral , Espondilose/cirurgia , Adulto , Idoso , Índice de Massa Corporal , Vértebras Cervicais/patologia , Vértebras Cervicais/cirurgia , Comorbidade , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Obesidade/epidemiologia , Sobrepeso/epidemiologia , Estudos Retrospectivos , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/etiologia , Espondilose/complicações , Espondilose/epidemiologia
17.
Neurosurg Rev ; 45(2): 1675-1689, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-34845577

RESUMO

Degenerative cervical myelopathy (DCM) encompasses various pathological conditions causing spinal cord (SC) impairment, including spondylosis (multiple level degeneration), degenerative disc disease (DDD), ossification of the posterior longitudinal ligament (OPLL), and ossification of the ligamentum flavum (OLF). It is considered the most common cause of SC dysfunction among the adult population. The degenerative phenomena of DDD, spondylosis, OPLL and OLF, is likely due to both inter-related and distinct factors. Age, cervical alignment, and range of motion, as well as congenital factors such as cervical cord-canal mismatch due to congenital stenosis, Klippel-Feil, Ehler-Danlos, and Down syndromes have been previously reported as potential factors of risk for DCM. The correlation between some comorbidities, such as rheumatoid arthritis and movement disorders (Parkinson disease and cervical dystonia) and DCM, has also been reported; however, the literature remains scare. Other patient-specific factors including smoking, participation in contact sports, regular heavy load carrying on the head, and occupation (e.g. astronauts) have also been suggested as potential risk of myelopathy development. Most of the identified DCM risk factors remain poorly studied however. Further researches will be necessary to strengthen the current knowledge on the subject, especially concerning physical labors in order to identify patients at risk and to develop an effective treatment strategy for preventing this increasing prevalent disorder.


Assuntos
Ossificação do Ligamento Longitudinal Posterior , Doenças da Medula Espinal , Espondilose , Adulto , Vértebras Cervicais/cirurgia , Humanos , Fatores de Risco , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/cirurgia , Espondilose/epidemiologia , Espondilose/cirurgia
18.
BMC Musculoskelet Disord ; 22(1): 964, 2021 Nov 18.
Artigo em Inglês | MEDLINE | ID: mdl-34794418

RESUMO

BACKGROUND: Diffuse idiopathic skeletal hyperostosis (DISH) is a structural abnormality of the thoracic spine that is known to impair posture. However, the relationship between DISH and sagittal balance in the whole spine is unclear. The aims of this study were to investigate the prevalence of DISH in patients with cervical myelopathy caused by cervical ossification of the posterior longitudinal ligament (OPLL) or cervical spondylosis and to compare sagittal alignment of the spine between patients with and without DISH. METHODS: A total of 103 consecutive patients with a diagnosis of cervical myelopathy due to cervical OPLL or spondylosis were retrospectively enrolled in this single-center study. DISH was defined as an ossified lesion that was seen to be completely bridging at least four contiguous adjacent vertebral bodies in the thoracic spine on computed tomography scans. Cervical and spinopelvic sagittal parameters were measured in whole spine radiographs. RESULTS: The study population included 28 cases with DISH [DISH (+) group] and 75 without DISH [DISH (-) group]. OPLL was more prevalent in the DISH (+) group than in the DISH (-) group; however, there were no significant differences in other clinical findings. Propensity score matching produced 26 pairs. C7 slope, C2-7 sagittal vertical axis (C-SVA), whole thoracic kyphotic angles, upper thoracic kyphosis, and T5-T12 thoracic kyphosis values were significant higher in the DISH (+) group than in the DISH (-) group. There was no significant between-group difference in the other sagittal spinopelvic parameters. CONCLUSIONS: This study is the first to compare sagittal alignment in patients with cervical myelopathy according to whether or not they have DISH. Patients with DISH are more likely to have excessive kyphosis in the thoracic spine, a high C7 slope, and a high C2-7 SVA.


Assuntos
Hiperostose Esquelética Difusa Idiopática , Cifose , Doenças da Medula Espinal , Vértebras Cervicais/diagnóstico por imagem , Humanos , Hiperostose Esquelética Difusa Idiopática/complicações , Hiperostose Esquelética Difusa Idiopática/diagnóstico por imagem , Hiperostose Esquelética Difusa Idiopática/epidemiologia , Cifose/diagnóstico por imagem , Cifose/epidemiologia , Cifose/etiologia , Estudos Retrospectivos , Doenças da Medula Espinal/diagnóstico por imagem , Doenças da Medula Espinal/epidemiologia , Doenças da Medula Espinal/etiologia
19.
World Neurosurg ; 156: e398-e407, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34583004

RESUMO

INTRODUCTION: Isolated spinal cord neurosarcoidosis is extremely rare. The potential implications of long-term immunosuppressant therapy make correct diagnosis imperative. However, there are challenges inherent in isolated spinal cord involvement that require a multidisciplinary approach. Here we present the largest series of definite and possible isolated spinal neurosarcoidosis and discuss our institutional experience in managing this rare but morbid condition. METHODS: A retrospective review was performed to identify all neurosarcoidosis cases starting from 2002 to 2020 at our institution. Patients were screened for cases of isolated spinal neurosarcoidosis. A descriptive analysis was performed for each case. RESULTS: A total of 64 cases of neurosarcoidosis were identified. The spine was involved in 26 (40.6%) patients. Only 4 (6.3%) cases had isolated spinal cord involvement. A full medical and imaging workup was performed in determining isolated spinal cord involvement. Three patients subsequently underwent surgical biopsy, and 1 did not undergo biopsy because of patient preference. One of the patients who underwent biopsy had an initial nondiagnostic biopsy and had a repeat biopsy. Corticosteroids were employed in all cases with additional immunosuppressive agents for maintenance therapy and refractory cases. All showed radiographic improvement and were clinically stable to improved. CONCLUSION: Isolated spinal cord involvement of neurosarcoidosis is rare and can present challenges in diagnosis. A biopsy can be performed when necessary. However, a biopsy of the spinal cord carries inherent risks and may not always be possible or result in a nondiagnostic sample. In the setting of high clinical suspicion, maximal medical therapy is still employed.


Assuntos
Doenças do Sistema Nervoso Central/terapia , Sarcoidose/terapia , Doenças da Medula Espinal/terapia , Corticosteroides/efeitos adversos , Corticosteroides/uso terapêutico , Biópsia , Doenças do Sistema Nervoso Central/diagnóstico , Doenças do Sistema Nervoso Central/epidemiologia , Terapia Combinada , Resistência a Medicamentos , Feminino , Humanos , Imunossupressores/efeitos adversos , Imunossupressores/uso terapêutico , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Procedimentos Neurocirúrgicos/métodos , Estudos Retrospectivos , Sarcoidose/diagnóstico , Sarcoidose/epidemiologia , Doenças da Medula Espinal/diagnóstico , Doenças da Medula Espinal/epidemiologia
20.
PLoS One ; 16(9): e0256997, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34473796

RESUMO

INTRODUCTION: Degenerative Cervical Myelopathy (DCM) is a common and disabling condition, with a relatively modest research capacity. In order to accelerate knowledge discovery, the AO Spine RECODE-DCM project has recently established the top priorities for DCM research. Uptake of these priorities within the research community will require their effective dissemination, which can be supported by identifying key opinion leaders (KOLs). In this paper, we aim to identify KOLs using artificial intelligence. We produce and explore a DCM co-authorship network, to characterise researchers' impact within the research field. METHODS: Through a bibliometric analysis of 1674 scientific papers in the DCM field, a co-authorship network was created. For each author, statistics about their connections to the co-authorship network (and so the nature of their collaboration) were generated. Using these connectedness statistics, a neural network was used to predict H-Index for each author (as a proxy for research impact). The neural network was retrospectively validated on an unseen author set. RESULTS: DCM research is regionally clustered, with strong collaboration across some international borders (e.g., North America) but not others (e.g., Western Europe). In retrospective validation, the neural network achieves a correlation coefficient of 0.86 (p<0.0001) between the true and predicted H-Index of each author. Thus, author impact can be accurately predicted using only the nature of an author's collaborations. DISCUSSION: Analysis of the neural network shows that the nature of collaboration strongly impacts an author's research visibility, and therefore suitability as a KOL. This also suggests greater collaboration within the DCM field could help to improve both individual research visibility and global synergy.


Assuntos
Autoria , Bibliometria , Pesquisa Biomédica/métodos , Aprendizado de Máquina , Pescoço/patologia , Redes Neurais de Computação , Doenças Neurodegenerativas/epidemiologia , Pesquisadores , Doenças da Medula Espinal/epidemiologia , Humanos , Cooperação Internacional , Japão/epidemiologia , Pessoal de Laboratório Médico , América do Norte/epidemiologia , Estudos Retrospectivos
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