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1.
Trials ; 25(1): 352, 2024 May 31.
Article En | MEDLINE | ID: mdl-38822360

BACKGROUND: Knee osteoarthritis (KOA) is a chronic musculoskeletal disorder characterized by pain and functional impairment. Blood flow restriction (BFR) with low-load resistance training (LLRT) demonstrates a similar improvement in clinical outcomes to high-load resistance training (HLRT) in treating KOA. It has not been established whether intermittent blood flow restriction (iBFR) with LLRT can lead to clinical outcomes that are comparable to those produced by continuous blood flow restriction (cBFR) with LLRT and HLRT. The aim of the proposed study is to evaluate the efficacy of iBFR with LLRT on pain, Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC), muscle strength, muscle mass, physical function, perceptions of discomfort and effort, and adherence in KOA patients. METHODS: This is a three-arm, non-inferiority, randomized controlled trial utilizing blinded assessors. Two hundred thirteen participants will be randomly allocated to one of the following three groups: iBFR group-receiving 4 months of LLRT with iBFR, twice weekly (n = 71); cBFR group-receiving 4 months of LLRT with cBFR, twice weekly (n = 71); or HLRT group-receiving 4 months of HLRT without BFR, twice weekly (n = 71). The primary outcome is pain. The secondary outcomes include the WOMAC, muscle strength, muscle mass, physical function, perceptions of discomfort and effort, and adherence. Pain and WOMAC will be measured at the baseline and 4 and 12 months after randomizations. Muscle strength, muscle mass, and physical function will be measured at the baseline and 4 months after randomizations. The perceptions of discomfort and effort will be measured during the first and final sessions. DISCUSSION: BFR with LLRT has a similar improvement in clinical outcomes as HLRT. However, cBFR may cause elevated ratings of perceived exertion and local discomfort, compromising patient tolerability and treatment adherence. If iBFR with LLRT could produce improvement in clinical outcomes analogous to those of HLRT and iBFR with LLRT, it could be considered an alternative approach for treating patients with KOA. TRIAL REGISTRATION: Chinese Clinical Trial Registry ChiCTR2300072820. Registered on June 26, 2023.


Blood Flow Restriction Therapy , Muscle Strength , Osteoarthritis, Knee , Resistance Training , Humans , Resistance Training/methods , Osteoarthritis, Knee/physiopathology , Osteoarthritis, Knee/therapy , Aged , Treatment Outcome , Blood Flow Restriction Therapy/methods , Female , Male , Middle Aged , Equivalence Trials as Topic , Pain Measurement , Regional Blood Flow , Randomized Controlled Trials as Topic , Recovery of Function , Time Factors , Knee Joint/physiopathology
3.
J Orthop Surg Res ; 19(1): 327, 2024 Jun 02.
Article En | MEDLINE | ID: mdl-38825673

BACKGROUND: Ankle fractures are frequent, and despite numerous publications on their treatment and outcome, there is a lack of precise data on the functional results in young, healthy and physically active patients. We hypothesized that patients who underwent open reduction and internal fixation (ORIF) for simple ankle fractures would have similar function compared to a healthy control group, whereas patients with complex fractures will have significant functional deficits. Furthermore, we postulate that there is a discrepancy between the radiological and the functional outcomes. METHODS: A set of specific provocation tests was developed to evaluate the postoperative possibility of weight bearing, stop-and-go activities and range of motion. In combination with three questionnaires and a radiographic evaluation, the true functional outcome and the possibility of participating in sporting activities were investigated and compared with those of an age- and sex-matched control group. RESULTS: A significant impairment was found in unilateral and simple ankle fractures. This impairment increased in tests including stop-and-go activities in combination with load bearing and with the complexity of the fractures. Concerning the subjective outcome, there was a significant adverse effect for daily activities without any difference in preoperative or postoperative sporting activity between the groups. No difference was found in the radiological assessment. CONCLUSIONS: Both simple and complex ankle fractures treated with ORIF have a significant and long-lasting impact on functional outcome in young and active patients. The radiological result is not associated with a good functional outcome. TRIAL REGISTRATION: BASEC-Nr. 2018 - 01124.


Ankle Fractures , Fracture Fixation, Internal , Humans , Female , Ankle Fractures/surgery , Ankle Fractures/diagnostic imaging , Male , Fracture Fixation, Internal/methods , Adult , Middle Aged , Treatment Outcome , Radiography , Weight-Bearing , Young Adult , Range of Motion, Articular , Recovery of Function , Aged
5.
Trials ; 25(1): 361, 2024 Jun 05.
Article En | MEDLINE | ID: mdl-38840199

BACKGROUND: Although hematopoietic stem cell transplantation provides the chances of survival for aplastic anemia patients, it is also related to many treatment-related physical and psychological side effects that severely influence the quality of life. Exercise interventions have shown positive results in mixed hematology populations. The study aims to determine the effectiveness of exercise rehabilitation in improving the quality of life, fatigue, and physical function in these patients. METHODS: The study will enroll a total of 82 aplastic anemia patients receiving hematopoietic stem cell transplantation. They will be randomly divided into two groups in a 1:1 ratio. The intervention group will participate in structured exercise rehabilitation (plus usual care), while control group participants will receive usual care. The exercise rehabilitation program will be performed from neutrophil and platelet engraftment until 100 days after transplantation. All outcomes will be measured at the following time points: the neutrophil and platelet engraftment (± 1day, T0), discharge from the transplantation module (± 1 day, T1), hospital discharge (± 1 day, T2), and 100 days post-transplantation (± 5 days, T3). DISCUSSION: This study aims to assess the effectiveness of exercise rehabilitation for aplastic anemia patients receiving hematopoietic stem cell transplantation in a Chinese single center. It is particularly vital to conduct the studies in this population. Moreover, the evidence obtained from the study will provide evidence for future research and clinical practice to exercise in aplastic anemia patients. TRIAL REGISTRATION: ChiCTR2200060762. Registered on May 2022, www.trialregister.nl/trial/7702.


Anemia, Aplastic , Exercise Therapy , Hematopoietic Stem Cell Transplantation , Quality of Life , Randomized Controlled Trials as Topic , Humans , Anemia, Aplastic/rehabilitation , Anemia, Aplastic/therapy , Exercise Therapy/methods , Treatment Outcome , Adult , Male , Adolescent , Female , Young Adult , Fatigue/etiology , Middle Aged , Time Factors , China , Recovery of Function
6.
Arch Esp Urol ; 77(4): 433-439, 2024 May.
Article En | MEDLINE | ID: mdl-38840288

OBJECTIVE: Predictive care in patients undergoing ureteroscopic stone surgery has emerged as a promising approach. Thus, this study aims to enhance personalised nursing plans and reduce the risk of complications by conducting predictive analysis of possible risks early in the treatment and nursing process. METHODS: Clinical data were collected from 108 patients who underwent ureteroscopic stone surgery and were admitted to our hospital between January 2020 and January 2023. Patients were divided into a control group (conventional nursing, n = 53) and an observation group (predictive care, n = 55) based on the nursing method, and various clinical indicators were compared between the two groups of surgical patients. RESULTS: No significant difference in general data was found between the two groups (p > 0.05). Compared with the control group, the first time to exhaust gas (p < 0.05), the first time to get out of bed (p < 0.05), the time to exhaust stone (p < 0.05), the first time to defecate (p < 0.05) and the length of hospital stay (p < 0.05) in the observation group were shorter; 1 day after surgery, no significant differences in all dimensions of the general comfort questionnaire (GCQ) score were found; 2 days after surgery, the GCQ score in all dimensions of the observation group was significantly higher than that of the control group (p < 0.05). The incidence of postoperative complications in the observation group was significantly lower than that in the control group (p < 0.05). CONCLUSIONS: Predictive nursing can effectively improve the patients with ureteral calculi, accelerate the process of postoperative recovery and reduce the occurrence of complications; Thus, this process is worthy of widespread clinical promotion.


Postoperative Complications , Ureteral Calculi , Humans , Retrospective Studies , Male , Ureteral Calculi/surgery , Female , Middle Aged , Postoperative Complications/etiology , Postoperative Complications/epidemiology , Adult , Ureteroscopy/adverse effects , Recovery of Function , Aged
8.
BMC Musculoskelet Disord ; 25(1): 445, 2024 Jun 06.
Article En | MEDLINE | ID: mdl-38844933

BACKGROUND: T2-weighted increased signal intensity (ISI) is commonly recognized as a sign of more severe spinal cord lesions, usually accompanied by worse neurological deficits and possibly worse postoperative neurological recovery. The combined approach could achieve better decompression and better neurological recovery for multilevel degenerative cervical myelopathy (MDCM). The choice of surgical approach for MDCM with intramedullary T2-weighted ISI remains disputed. This study aimed to compare the neurological outcomes of posterior and one-stage combined posteroanterior approaches for MDCM with T2-weighted ISI. METHODS: A total of 83 consecutive MDCM patients with confirmed ISI with at least three intervertebral segments operated between 2012 and 2014 were retrospectively enrolled. Preoperative demographic, radiological and clinical condition variables were collected, and neurological conditions were evaluated by the Japanese Orthopedic Assessment score (JOA) and Neck Disability Index (NDI). Propensity score matching analysis was conducted to produce pairs of patients with comparable preoperative conditions from the posterior-alone and combined groups. Both short-term and mid-term surgical outcomes were evaluated, including the JOA recovery rate (JOARR), NDI improvements, complications, and reoperations. RESULTS: A total of 83 patients were enrolled, of which 38 and 45 patients underwent posterior surgery alone and one-stage posteroanterior surgery, respectively. After propensity score matching, 38 pairs of comparable patients from the posterior and combined groups were matched. The matched groups presented similar preoperative clinical and radiological features and the mean follow-up duration were 111.6 ± 8.9 months. The preoperative JOA scores of the posterior and combined groups were 11.5 ± 2.2 and 11.1 ± 2.3, respectively (p = 0.613). The combined group presented with prolonged surgery duration(108.8 ± 28.0 and 186.1 ± 47.3 min, p = 0.028) and greater blood loss(276.3 ± 139.1 and 382.1 ± 283.1 ml, p<0.001). At short-term follow-up, the combined group presented a higher JOARR than the posterior group (posterior group: 50.7%±46.6%, combined group: 70.4%±20.3%, p = 0.024), while no significant difference in JOARR was observed between the groups at long-term follow-up (posterior group: 49.2%±48.5%, combined group: 59.6%±47.6%, p = 0.136). No significant difference was found in the overall complication and reoperation rates. CONCLUSIONS: For MDCM patients with ISI, both posterior and one-stage posteroanterior approaches could achieve considerable neurological alleviations in short-term and long-term follow-up. With greater surgical trauma, the combined group presented better short-term JOARR but did not show higher efficacy in long-term neurological function preservation in patients with comparable preoperative conditions.


Cervical Vertebrae , Decompression, Surgical , Propensity Score , Humans , Male , Female , Middle Aged , Cervical Vertebrae/surgery , Cervical Vertebrae/diagnostic imaging , Retrospective Studies , Aged , Follow-Up Studies , Treatment Outcome , Decompression, Surgical/methods , Magnetic Resonance Imaging , Spinal Cord Diseases/surgery , Spinal Cord Diseases/diagnostic imaging , Recovery of Function , Disability Evaluation
9.
World J Surg Oncol ; 22(1): 150, 2024 Jun 06.
Article En | MEDLINE | ID: mdl-38844951

PURPOSE: To evaluate the predictors for short and long term urinary continence (UC) recovery after laparoscopic radical prostatectomy (LRP) from clinical and oncological variables. METHODS: We retrospectively collected data from 142 prostate cancer patients who underwent LRP between September 2014 and June 2021 at a tumor specialist diagnosis and treatment center in China. The rate of post-prostatectomy incontinence (PPI) was evaluated from immediate and at 3, 6 and 12 mo after LRP, and UC was defined as the use of no or one safety pad. Sixteen clinical and oncological variables were analyzed by univariate and multivariate regression analysis to determine whether they were associated with short (3 mo) or long term (12 mo) UC recovery after LRP. RESULTS: After eliminating patients who were lost to follow-up, 129 patients were eventually included. The mean ± SD age was 68 ± 6.3 years. The UC rates of immediate, 3, 6 and 12 mo after the operation were 27.9%, 54.3%, 75.2% and 88.4%, respectively. Multivariate analyses revealed that membranous urethral length (MUL) was a protective predictor of UC after catheter extraction(P < 0.001), and at 3 mo (P < 0.001), 6 mo (P < 0.001) and 12 mo (P = 0.009) after surgery. CONCLUSION: MUL is a significant independent factor that can contribute to short and long term UC recovery post-LRP, which may assist clinicians and their patients in counseling of treatment.


Laparoscopy , Postoperative Complications , Prostatectomy , Prostatic Neoplasms , Urinary Incontinence , Humans , Male , Prostatectomy/adverse effects , Prostatectomy/methods , Laparoscopy/adverse effects , Laparoscopy/methods , Prostatic Neoplasms/surgery , Urinary Incontinence/etiology , Urinary Incontinence/epidemiology , Aged , Retrospective Studies , China/epidemiology , Postoperative Complications/etiology , Follow-Up Studies , Prognosis , Middle Aged , Recovery of Function
10.
Trials ; 25(1): 357, 2024 Jun 04.
Article En | MEDLINE | ID: mdl-38835061

BACKGROUND: Recent meta-analyses and randomized studies have shown that among patients with acute ischemic stroke undergoing endovascular thrombectomy, general anesthesia with mechanical ventilation is associated with better functional status compared to local anesthesia and sedation, and they recommend its use. But once the procedure is completed, when is the optimal moment for extubation? Currently, there are no guidelines recommending the optimal moment for extubation. Prolonged mechanical ventilation time could potentially be linked to increased complications such as pneumonia or disturbances in cerebral blood flow due to the vasodilatation produced by most anesthetic drugs. However, premature extubation in a patient who has suffered a stroke could led to complications such as agitation, disorientation, abolished reflexes, sudden fluctuations in blood pressure, alterations in cerebral blood flow, respiratory distress, bronchial aspiration, and the need for reintubation. We therefore designed a randomized study hypothesizing that early compared with delayed extubation is associated with a better functional outcome 3 months after endovascular thrombectomy treatment under general anesthesia for acute ischemic stroke. METHODS: This investigator-initiated, single-center, prospective, parallel, evaluated blinded, superiority, randomized controlled trial will include 178 patients with a proximal occlusion of the anterior circulation treated with successful endovascular thrombectomy (TICI 2b-3) under general anesthesia. Patients will be randomly allocated to receive early (< 6 h) or delayed (6-12 h) extubation after the procedure. The primary outcome measure is functional independence (mRS of 0-2) at 90 days, measured with the modified Rankin Score (mRS), ranging from 0 (no symptoms) to 6 (death). DISCUSSION: This will be the first trial to compare the effect of mechanical ventilation duration (early vs delayed extubation) after satisfactory endovascular thrombectomy for acute ischemic stroke under general anesthesia. TRIAL REGISTRATION: The study protocol was approved April 11, 2023, by the by the Santiago-Lugo Research Ethics Committee (CEI-SL), number 2023/127, and was registered into the clinicaltrials.gov clinical trials registry with No. NCT05847309. Informed consent is required. Participant recruitment begins on April 18, 2023. The results will be submitted for publication in a peer-reviewed journal and presented at one or more scientific conferences.


Airway Extubation , Anesthesia, General , Endovascular Procedures , Ischemic Stroke , Thrombectomy , Humans , Thrombectomy/methods , Thrombectomy/adverse effects , Prospective Studies , Ischemic Stroke/physiopathology , Ischemic Stroke/surgery , Ischemic Stroke/therapy , Endovascular Procedures/methods , Endovascular Procedures/adverse effects , Time Factors , Treatment Outcome , Randomized Controlled Trials as Topic , Recovery of Function , Functional Status , Equivalence Trials as Topic , Respiration, Artificial , Male
11.
Trials ; 25(1): 355, 2024 Jun 04.
Article En | MEDLINE | ID: mdl-38835062

INTRODUCTION: About 17-80% stroke survivors experience the deficit of upper limb function, which strongly influences their independence and quality of life. Robot-assisted training and functional electrical stimulation are commonly used interventions in the rehabilitation of hemiplegia upper extremities, while the effect of their combination remains unclear. The aim of this trial is to explore the effect of robot-assisted upper limb training combined with functional electrical stimulation, in terms of neuromuscular rehabilitation, compared with robot-assisted upper limb training alone. METHODS: Individuals (n = 60) with the first onset of stroke (more than 1 week and less than 1 year after stroke onset) will be considered in the recruitment of this single-blinded, three-arm randomized controlled trial. Participants will be allocated into three groups (robot-assisted training combined with functional electrical stimulation group, robot-assisted training group, and conventional rehabilitation therapies group) with a ratio of 1:1:1. All interventions will be executed for 45 min per session, one session per day, 5 sessions per week for 6 weeks. The neuromuscular function of the upper limb (Fugl-Meyer Assessment of upper extremity), ability of daily life (modified Barthel Index), pain (visual analogue scale), and quality of life (EQ-5D-5L) will be assessed at the baseline, at the end of this trial and after 3 months follow-up. Two-way repeated measures analysis of variance will be used to compare the outcomes if the data are normally distributed. Simple effects tests will be used for the further exploration of interaction effects by time and group. Scheirer-Ray-Hare test will be used if the data are not satisfied with normal distribution. DISCUSSION: We expect this three-arm randomized controlled trial to explore the effectiveness of robot-assisted training combined with functional electrical stimulation in improving post-stroke upper limb function compared with robot-assisted training alone. TRIAL REGISTRATION: Effect of upper limb robot on improving upper limb function after stroke, identifier: ChiCTR2300073279. Registered on 5 July 2023.


Electric Stimulation Therapy , Quality of Life , Randomized Controlled Trials as Topic , Recovery of Function , Robotics , Stroke Rehabilitation , Stroke , Upper Extremity , Humans , Stroke Rehabilitation/methods , Upper Extremity/innervation , Single-Blind Method , Electric Stimulation Therapy/methods , Stroke/physiopathology , Stroke/therapy , Middle Aged , Treatment Outcome , Female , Aged , Male , Adult , Time Factors , Activities of Daily Living , Hemiplegia/rehabilitation , Hemiplegia/etiology , Hemiplegia/physiopathology , Exercise Therapy/methods , Combined Modality Therapy
12.
BMC Musculoskelet Disord ; 25(1): 427, 2024 Jun 01.
Article En | MEDLINE | ID: mdl-38824507

BACKGROUND: There has long been discussion regarding the impact of medial malleolar osteotomies (MMO) as an adjunctive treatment for osteochondral lesions of the talus (OCLT). MMO may improve the visibility and accessibility of the talus, but they also pose a risk of periprocedural morbidity. There is a lack of research about the prevalence and consequences of MMO in the surgical treatment of OCLT. METHODS: This study retrospectively evaluated data from the German Cartilage Register (KnorpelRegister DGOU) from its implementation in 2015 to December 2020. The impact of MMO on patient-reported outcome measures (PROMs) was investigated. Wherever possible, subgroups were built and matched using a propensity score which matched a group undergoing OCLT without MMO. Matching included age, sex, weight, localization of the OCLT, the international cartilage repair society (ICRS) grading, surgical procedure and preoperative symptoms using the Foot and Ankle Ability Measure (FAAM) and the Activities of Daily Living Subscale (ADL). RESULTS: The prevalence of MMO in the operative treatment of OCLT was 15.9%. Most of the osteotomies were performed in OCL of the medial talar dome (76.8%) and in more serious lesions with an ICRS grade of III (29.1%) and IV (61.4%). More than half of the osteotomies (55.6%) were performed during revision surgery. A matched pair analysis of n = 44 patients who underwent AMIC® via arthrotomy and MMO vs. arthrotomy alone showed no significant differences in patient-reported outcome measures (PROMs, i.e. FAAM-ADL, and FAOS) at 6,12 and 24 months. CONCLUSIONS: MMO are mostly used in the treatment of severe (≥ ICRS grade 3) OCL of the medial talar dome and in revision surgery. Functional and patient-reported outcome measures are not significantly affected by MMO compared to arthrotomy alone. TRIAL REGISTRATION: The German Cartilage Register (KnorpelRegister DGOU) was initially registered at the German Clinical Trials Register ( https://www.drks.de , register number DRKS00005617, Date of registration 03.01.2014) and was later expanded by the ankle module.


Osteotomy , Patient Reported Outcome Measures , Registries , Talus , Humans , Female , Male , Osteotomy/methods , Osteotomy/adverse effects , Talus/surgery , Retrospective Studies , Adult , Germany/epidemiology , Middle Aged , Treatment Outcome , Cartilage, Articular/surgery , Young Adult , Incidence , Ankle Joint/surgery , Activities of Daily Living , Adolescent , Recovery of Function
13.
BMC Surg ; 24(1): 174, 2024 Jun 01.
Article En | MEDLINE | ID: mdl-38824553

BACKGROUND: The purpose of this study was to investigate effect of liver Transplants (LT) with retrograde reperfusion on early postoperative recovery of liver function and its risk factors. METHODS: We conducted a retrospective analysis of clinical data from 136 liver transplantation (LT) patients at the 900th Hospital of the Chinese People's Liberation Army Joint Support Army, covering the period from January 2015 to January 2021. All participants provided informed consent, adhering to medical ethics guidelines. Patients were stratified into two groups based on the liver perfusion technique used: retrograde reperfusion (RTR, n = 108) and initial portal reperfusion (IPR, n = 28). Our study focused on a subset of 23 patients from each group to compare postoperative liver function recovery. The final analysis included 86 RTR and 28 IPR cases after excluding 8 RTR patients who underwent initial hepatic artery reperfusion and 14 who received simultaneous hepatic artery and portal vein reperfusion. Further subdivision within the RTR group identified 19 patients with early hepatic allograft dysfunction (EAD) and 67 without, allowing for an assessment of the influence of preoperative and intraoperative parameters, as well as perfusion methods, on EAD incidence post-LT. RESULTS: Alanine aminotransferase (ALT) was 329 (211 ~ 548) and 176 (98 ~ 282) U/L on the 3rd and 7th day after RTR, respectively, which was significantly lower than 451 (288 ~ 918) and 251 (147 ~ 430) U/L in the IPR group (Z =-1.979, -2.299, P = 0.048, 0.021). Aspartate aminotransferase (AST) on postoperative days 3, 5, and 7 was 252 (193, 522), 105 (79, 163), and 93 (41, 135) U/L in the RTR group, respectively; it was also significantly lower than 328 (251, 724), 179 (129, 306), and 150 (91, 200)U/L in the IPR group (Z=-2.212, -3.221, -2.979; P = 0.027, 0.001, 0.003). Logistic regression analysis showed that MELD score was an independent risk factor for EAD after LT. CONCLUSION: RTR LT is more favorable for patients' early postoperative liver function recovery. For patients undergoing LT for RTR, preoperative MELD score was an independent risk factor for their postoperative development of EAD.


Liver Transplantation , Recovery of Function , Reperfusion , Humans , Male , Retrospective Studies , Female , Middle Aged , Risk Factors , Reperfusion/methods , Adult , Liver Function Tests , Liver/blood supply , Postoperative Complications/epidemiology , Postoperative Complications/prevention & control , Postoperative Complications/etiology
14.
BMC Musculoskelet Disord ; 25(1): 430, 2024 Jun 03.
Article En | MEDLINE | ID: mdl-38831297

BACKGROUND: Following spinal cord injury (SCI), gait function reaches a post-recovery plateau that depends on the paralysis severity. However, the plateau dynamics during the recovery period are not known. This study aimed to examine the gait function temporal dynamics after traumatic cervical SCI (CSCI) based on paralysis severity. METHODS: This retrospective cohort study included 122 patients with traumatic CSCI admitted to a single specialized facility within 2 weeks after injury. The Walking Index for Spinal Cord Injury II (WISCI II) was estimated at 2 weeks and 2, 4, 6, and 8 months postinjury for each American Spinal Injury Association Impairment Scale (AIS) grade, as determined 2 weeks postinjury. Statistical analysis was performed at 2 weeks to 2 months, 2-4 months, 4-6 months, and 6-8 months, and the time at which no significant difference was observed was considered the time at which the gait function reached a plateau. RESULTS: In the AIS grade A and B groups, no significant differences were observed at any time point, while in the AIS grade C group, the mean WISCI II values continued to significantly increase up to 6 months. In the AIS grade D group, the improvement in gait function was significant during the entire observation period. CONCLUSIONS: The plateau in gait function recovery was reached at 2 weeks postinjury in the AIS grade A and B groups and at 6 months in the AIS grade C group.


Gait , Recovery of Function , Spinal Cord Injuries , Humans , Spinal Cord Injuries/physiopathology , Spinal Cord Injuries/complications , Male , Female , Retrospective Studies , Middle Aged , Adult , Gait/physiology , Time Factors , Cervical Vertebrae/physiopathology , Cervical Vertebrae/injuries , Aged , Cervical Cord/injuries , Cervical Cord/physiopathology , Young Adult
15.
Medicine (Baltimore) ; 103(23): e38286, 2024 Jun 07.
Article En | MEDLINE | ID: mdl-38847729

With advances in artificial intelligence, machine learning (ML) has been widely applied to predict functional outcomes in clinical medicine. However, there has been no attempt to predict walking ability after spinal cord injury (SCI) based on ML. In this situation, the main purpose of this study was to predict gait recovery after SCI at discharge from an acute rehabilitation facility using various ML algorithms. In addition, we explored important variables that were related to the prognosis. Finally, we attempted to suggest an ML-based decision support system (DSS) for predicting gait recovery after SCI. Data were collected retrospectively from patients with SCI admitted to an acute rehabilitation facility between June 2008 to December 2021. Linear regression analysis and ML algorithms (random forest [RF], decision tree [DT], and support vector machine) were used to predict the functional ambulation category at the time of discharge (FAC_DC) in patients with traumatic or non-traumatic SCI (n = 353). The independent variables were age, sex, duration of acute care and rehabilitation, comorbidities, neurological information entered into the International Standards for Neurological Classification of SCI worksheet, and somatosensory-evoked potentials at the time of admission to the acute rehabilitation facility. In addition, the importance of variables and DT-based DSS for FAC_DC was analyzed. As a result, RF and DT accurately predicted the FAC_DC measured by the root mean squared error. The root mean squared error of RF and the DT were 1.09 and 1.24 for all participants, 1.20 and 1.06 for those with trauma, and 1.12 and 1.03 for those with non-trauma, respectively. In the analysis of important variables, the initial FAC was found to be the most influential factor in all groups. In addition, we could provide a simple DSS based on strong predictors such as the initial FAC, American Spinal Injury Association Impairment Scale grades, and neurological level of injury. In conclusion, we provide that ML can accurately predict gait recovery after SCI for the first time. By focusing on important variables and DSS, we can guide early prognosis and establish personalized rehabilitation strategies in acute rehabilitation hospitals.


Machine Learning , Recovery of Function , Spinal Cord Injuries , Humans , Spinal Cord Injuries/rehabilitation , Spinal Cord Injuries/physiopathology , Spinal Cord Injuries/complications , Female , Male , Middle Aged , Retrospective Studies , Adult , Prognosis , Algorithms , Gait/physiology , Aged , Gait Disorders, Neurologic/rehabilitation , Gait Disorders, Neurologic/etiology , Gait Disorders, Neurologic/physiopathology
16.
JAMA Netw Open ; 7(6): e2415983, 2024 Jun 03.
Article En | MEDLINE | ID: mdl-38848061

Importance: Sport-related concussion (SRC), a form of mild traumatic brain injury, is a prevalent occurrence in collision sports. There are no well-established approaches for tracking neurobiologic recovery after SRC. Objective: To examine the levels of serum glial fibrillary acidic protein (GFAP) and neurofilament light (NfL) in Australian football athletes who experience SRC. Design, Setting, and Participants: A cohort study recruiting from April 10, 2021, to September 17, 2022, was conducted through the Victorian Amateur Football Association, Melbourne, Australia. Participants included adult Australian football players with or without SRC. Data analysis was performed from May 26, 2023, to March 27, 2024. Exposure: Sport-related concussion, defined as at least 1 observable sign and/or 2 or more symptoms. Main Outcomes and Measures: Primary outcomes were serum GFAP and NfL levels at 24 hours, and 1, 2, 4, 6, 8, 12, and 26 weeks. Secondary outcomes were symptoms, cognitive performance, and return to training times. Results: Eighty-one individuals with SRC (median age, 22.8 [IQR, 21.3-26.0] years; 89% male) and 56 control individuals (median age, 24.6 [IQR, 22.4-27.3] years; 96% male) completed a total of 945 of 1057 eligible testing sessions. Compared with control participants, those with SRC exhibited higher GFAP levels at 24 hours (mean difference [MD] in natural log, pg/mL, 0.66 [95% CI, 0.50-0.82]) and 4 weeks (MD, 0.17 [95% CI, 0.02-0.32]), and NfL from 1 to 12 weeks (1-week MD, 0.31 [95% CI, 0.12-0.51]; 2-week MD, 0.38 [95% CI, 0.19-0.58]; 4-week MD, 0.31 [95% CI, 0.12-0.51]; 6-week MD, 0.27 [95% CI, 0.07-0.47]; 8-week MD, 0.36 [95% CI, 0.15-0.56]; and 12-week MD, 0.25 [95% CI, 0.04-0.46]). Growth mixture modeling identified 2 GFAP subgroups: extreme prolonged (16%) and moderate transient (84%). For NfL, 3 subgroups were identified: extreme prolonged (7%), moderate prolonged (15%), and minimal or no change (78%). Individuals with SRC who reported loss of consciousness (LOC) (33% of SRC cases) had higher GFAP at 24 hours (MD, 1.01 [95% CI, 0.77-1.24]), 1 week (MD, 0.27 [95% CI, 0.06-0.49]), 2 weeks (MD, 0.21 [95% CI, 0.004-0.42]) and 4 weeks (MD, 0.34 [95% CI, 0.13-0.55]), and higher NfL from 1 week to 12 weeks (1-week MD, 0.73 [95% CI, 0.42-1.03]; 2-week MD, 0.91 [95% CI, 0.61-1.21]; 4-week MD, 0.90 [95% CI, 0.59-1.20]; 6-week MD, 0.81 [95% CI, 0.50-1.13]; 8-week MD, 0.73 [95% CI, 0.42-1.04]; and 12-week MD, 0.54 [95% CI, 0.22-0.85]) compared with SRC participants without LOC. Return to training times were longer in the GFAP extreme compared with moderate subgroup (incident rate ratio [IRR], 1.99 [95% CI, 1.69-2.34]; NfL extreme (IRR, 3.24 [95% CI, 2.63-3.97]) and moderate (IRR, 1.43 [95% CI, 1.18-1.72]) subgroups compared with the minimal subgroup, and for individuals with LOC compared with those without LOC (IRR, 1.65 [95% CI, 1.41-1.93]). Conclusions and Relevance: In this cohort study, a subset of SRC cases, particularly those with LOC, showed heightened and prolonged increases in GFAP and NfL levels, that persisted for at least 4 weeks. These findings suggest that serial biomarker measurement could identify such cases, guiding return to play decisions based on neurobiologic recovery. While further investigation is warranted, the association between prolonged biomarker elevations and LOC may support the use of more conservative return to play timelines for athletes with this clinical feature.


Athletic Injuries , Biomarkers , Brain Concussion , Glial Fibrillary Acidic Protein , Humans , Brain Concussion/blood , Brain Concussion/physiopathology , Brain Concussion/complications , Male , Female , Biomarkers/blood , Adult , Glial Fibrillary Acidic Protein/blood , Athletic Injuries/blood , Athletic Injuries/complications , Athletic Injuries/physiopathology , Young Adult , Football/injuries , Australia , Neurofilament Proteins/blood , Cohort Studies , Recovery of Function/physiology , Athletes/statistics & numerical data
17.
BMJ Open ; 14(5): e077942, 2024 May 07.
Article En | MEDLINE | ID: mdl-38719321

INTRODUCTION: Even when total knee arthroplasty (TKA) is an extended treatment, most patients experience a suboptimal evolution after TKA. The objectives of this study are the following: (1) to determine the effectiveness of two different prosthesis stabilisation systems on the functionality in activities of daily life, and (2) to determine prognostic biomarkers of knee prosthesis function based on radiological information, quantification of cytokines, intra-articular markers and biomechanical functional evaluation to predict successful evolution. METHODS AND ANALYSIS: The PROKnee trial was designed as a randomised controlled patient-blinded trial with two parallel groups that are currently ongoing. The initial recruitment will be 99 patients scheduled for their first TKA, without previous prosthesis interventions in lower limbs, who will be randomly divided into two groups that differed in the stabilisation methodology incorporated in the knee prosthesis: the MEDIAL-pivot group and the CENTRAL-pivot group. The maximum walking speed will be reported as the primary outcome, and the secondary results will be patient-reported questionnaires related to physical status, cognitive and mental state, radiological test, laboratory analysis and biomechanical instrumented functional performance, such as the 6-minute walking test, timed up-and-go test, gait, sit-to-stand, step-over, and ability to step up and down stairs. All the results will be measured 1 week before TKA and at 1.5, 3, 6 and 12 months after surgery. ETHICS AND DISSEMINATION: All procedures were approved by the Ethical Committee for Research with Medicines of the University Clinical Hospital of Valencia on 8 October 2020 (order no. 2020/181). Participants are required to provide informed consent for the study and for the surgical procedure. All the data collected will be treated confidentially since they will be blinded and encrypted. The results from the trial will be published in international peer-reviewed scientific journals, regardless of whether these results are negative or inconclusive. TRIAL REGISTRATION NUMBER: ClinicalTrials.gov Registry (NCT04850300).


Activities of Daily Living , Arthroplasty, Replacement, Knee , Humans , Arthroplasty, Replacement, Knee/methods , Randomized Controlled Trials as Topic , Knee Prosthesis , Recovery of Function , Female , Male , Follow-Up Studies , Biomechanical Phenomena , Knee Joint/surgery , Knee Joint/physiopathology
18.
BMJ Open ; 14(5): e080795, 2024 May 09.
Article En | MEDLINE | ID: mdl-38724049

OBJECTIVES: To explore people's views of recovery from total knee replacement (TKR) and which recovery domains they felt were important. DESIGN: Semi-structured interviews exploring the views of individuals about to undergo or who have undergone TKR. A constant-comparative approach with thematic analysis was used to identify themes. The process of sampling, collecting data and analysis were continuous and iterative throughout the study, with interviews ceasing once thematic saturation was achieved. SETTING: Tertiary care centre. PARTICIPANTS: A purposive sample was used to account for variables including pre, early or late postoperative status. RESULTS: 12 participants were interviewed, 4 who were preoperative, 4 early postoperative and 4 late postoperative. Themes of pain, function, fear of complications, awareness of the artificial knee joint and return to work were identified. Subthemes of balancing acute and chronic pain were identified. CONCLUSIONS: The results of this interview-based study identify pain and function, in particular mobility, that were universally important to those undergoing TKR. Surgeons should consider exploring these domains when taking informed consent to enhance shared decision-making. Researchers should consider these recovery domains when designing interventional studies.


Arthroplasty, Replacement, Knee , Interviews as Topic , Qualitative Research , Recovery of Function , Humans , Arthroplasty, Replacement, Knee/rehabilitation , Arthroplasty, Replacement, Knee/psychology , Female , Male , Aged , Middle Aged , Return to Work , Aged, 80 and over , Osteoarthritis, Knee/surgery , Pain, Postoperative/psychology
19.
BMC Cardiovasc Disord ; 24(1): 243, 2024 May 09.
Article En | MEDLINE | ID: mdl-38724901

BACKGROUND: The aim of this study was to evaluate the recovery rate of the left ventricular systolic function of women diagnosed with peripartum cardiomyopathy receiving specialized care in rural Tanzania. METHODS: In this observational study, women diagnosed with peripartum cardiomyopathy at a referral center in rural Tanzania between December 2015 and September 2021 were included. Women diagnosed between February and September 2021 were followed prospectively, those diagnosed between December 2015 and January 2021 were tracked back for a follow-up echocardiography. All participants received a clinical examination, a comprehensive echocardiogram, and a prescription of guideline-directed medical therapy. The primary outcome was recovery of the left ventricular systolic function (left ventricular ejection fraction > 50%). RESULTS: Median age of the 110 participants was 28.5 years (range 17-45). At enrolment, 49 (45%) participants were already on cardiac medication, 50 (45%) had severe eccentric hypertrophy of the left ventricle, and the median left ventricular ejection fraction was 30% (range 15-46). After a median follow-up of 8.98 months (IQR 5.72-29.37), 61 (55%) participants were still on cardiac medication. Full recovery of the left ventricular systolic function was diagnosed in 76 (69%, 95% CI 59.6-77.6%) participants. In the multivariate analysis, a higher left ventricular ejection fraction at baseline was positively associated with full recovery (each 5% increase; OR 1.7, 95% CI 1.10-2.62, p = 0.012), while higher age was inversely associated (each 10 years increase; OR 0.40, 95% CI 0.19-0.82, p = 0.012). CONCLUSION: Left ventricular systolic function recovered completely in 69% of study participants with peripartum cardiomyopathy from rural Tanzania under specialized care.


Cardiomyopathies , Peripartum Period , Pregnancy Complications, Cardiovascular , Recovery of Function , Stroke Volume , Systole , Ventricular Function, Left , Humans , Female , Adult , Tanzania/epidemiology , Young Adult , Adolescent , Pregnancy , Cardiomyopathies/physiopathology , Cardiomyopathies/diagnostic imaging , Cardiomyopathies/diagnosis , Time Factors , Middle Aged , Pregnancy Complications, Cardiovascular/physiopathology , Pregnancy Complications, Cardiovascular/diagnostic imaging , Pregnancy Complications, Cardiovascular/diagnosis , Pregnancy Complications, Cardiovascular/drug therapy , Treatment Outcome , Prospective Studies , Rural Health , Ventricular Dysfunction, Left/physiopathology , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/diagnosis , Puerperal Disorders/physiopathology , Puerperal Disorders/diagnosis , Puerperal Disorders/therapy , Puerperal Disorders/drug therapy
20.
J Orthop Surg Res ; 19(1): 288, 2024 May 10.
Article En | MEDLINE | ID: mdl-38725067

BACKGROUND: The Enhanced Recovery After Surgery (ERAS) Society recommends that after total knee arthroplasty (TKA), patients should be mobilized early. However, there is no consensus on how early physical therapy should be commenced. We aim to investigate whether ultra-early physical therapy (< 12 h postoperatively) leads to better outcomes. METHODS: This is a retrospective cohort study of 569 patients who underwent primary TKA from August 2017 to December 2019 at our institution. We compared patients who had undergone physical therapy either within 24 h or 24-48 h after TKA. Further subgroup analysis was performed on the < 24 h group, comparing those who had undergone PT within 12 h and within 12-24 h. The outcomes analyzed include the Oxford Knee Scoring System score, Knee Society Scores, range of motion (ROM), length of stay (LOS) and ambulatory distance on discharge. A student's t test, chi-squared test or Fisher's exact test was used where appropriate, to determine statistical significance of our findings. RESULTS: LOS in the < 24 h group was shorter compared to the 24-48 h group (4.87 vs. 5.34 days, p = 0.002). Subgroup analysis showed that LOS was shorter in the ultra-early PT (< 12 h) group compared to the early PT (12-24 h) group (4.75 vs. 4.96 days, p = 0.009). At 3 months postoperatively, there was no significant difference in ROM, ambulatory distance or functional scores between the < 24 h group and 24-48 h group, or on subgroup analysis of the < 24 h group. CONCLUSION: Patients who underwent physical therapy within 24 h had a shorter length of stay compared to the 24-48 h group. On subgroup analysis, ultra-early (< 12 h) physical therapy correlated with a shorter length of stay compared to the 12-24 h group (4.75 vs. 4.96 days, p = 0.009) - however, the difference is small and unlikely to be clinically significant. Ultra-early (< 12 h) physical therapy does not confer additional benefit in terms of functional scores, ROM or ambulatory distance. These findings reinforce the importance of early physical therapy after TKA in facilitating earlier patient discharge.


Arthroplasty, Replacement, Knee , Length of Stay , Physical Therapy Modalities , Recovery of Function , Humans , Arthroplasty, Replacement, Knee/rehabilitation , Arthroplasty, Replacement, Knee/methods , Retrospective Studies , Female , Male , Aged , Middle Aged , Treatment Outcome , Time Factors , Range of Motion, Articular , Cohort Studies , Aged, 80 and over
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