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1.
BMC Med Imaging ; 24(1): 170, 2024 Jul 09.
Artigo em Inglês | MEDLINE | ID: mdl-38982357

RESUMO

OBJECTIVES: To develop and validate a novel interpretable artificial intelligence (AI) model that integrates radiomic features, deep learning features, and imaging features at multiple semantic levels to predict the prognosis of intracerebral hemorrhage (ICH) patients at 6 months post-onset. MATERIALS AND METHODS: Retrospectively enrolled 222 patients with ICH for Non-contrast Computed Tomography (NCCT) images and clinical data, who were divided into a training cohort (n = 186, medical center 1) and an external testing cohort (n = 36, medical center 2). Following image preprocessing, the entire hematoma region was segmented by two radiologists as the volume of interest (VOI). Pyradiomics algorithm library was utilized to extract 1762 radiomics features, while a deep convolutional neural network (EfficientnetV2-L) was employed to extract 1000 deep learning features. Additionally, radiologists evaluated imaging features. Based on the three different modalities of features mentioned above, the Random Forest (RF) model was trained, resulting in three models (Radiomics Model, Radiomics-Clinical Model, and DL-Radiomics-Clinical Model). The performance and clinical utility of the models were assessed using the Area Under the Receiver Operating Characteristic Curve (AUC), calibration curve, and Decision Curve Analysis (DCA), with AUC compared using the DeLong test. Furthermore, this study employs three methods, Shapley Additive Explanations (SHAP), Grad-CAM, and Guided Grad-CAM, to conduct a multidimensional interpretability analysis of model decisions. RESULTS: The Radiomics-Clinical Model and DL-Radiomics-Clinical Model exhibited relatively good predictive performance, with an AUC of 0.86 [95% Confidence Intervals (CI): 0.71, 0.95; P < 0.01] and 0.89 (95% CI: 0.74, 0.97; P < 0.01), respectively, in the external testing cohort. CONCLUSION: The multimodal explainable AI model proposed in this study can accurately predict the prognosis of ICH. Interpretability methods such as SHAP, Grad-CAM, and Guided Grad-Cam partially address the interpretability limitations of AI models. Integrating multimodal imaging features can effectively improve the performance of the model. CLINICAL RELEVANCE STATEMENT: Predicting the prognosis of patients with ICH is a key objective in emergency care. Accurate and efficient prognostic tools can effectively prevent, manage, and monitor adverse events in ICH patients, maximizing treatment outcomes.


Assuntos
Inteligência Artificial , Hemorragia Cerebral , Aprendizado Profundo , Tomografia Computadorizada por Raios X , Humanos , Hemorragia Cerebral/diagnóstico por imagem , Prognóstico , Tomografia Computadorizada por Raios X/métodos , Masculino , Feminino , Estudos Retrospectivos , Pessoa de Meia-Idade , Idoso , Curva ROC , Redes Neurais de Computação , Algoritmos
2.
Front Med (Lausanne) ; 11: 1345162, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38994341

RESUMO

Objectives: To investigate the value of interpretable machine learning model and nomogram based on clinical factors, MRI imaging features, and radiomic features to predict Ki-67 expression in primary central nervous system lymphomas (PCNSL). Materials and methods: MRI images and clinical information of 92 PCNSL patients were retrospectively collected, which were divided into 53 cases in the training set and 39 cases in the external validation set according to different medical centers. A 3D brain tumor segmentation model was trained based on nnU-NetV2, and two prediction models, interpretable Random Forest (RF) incorporating the SHapley Additive exPlanations (SHAP) method and nomogram based on multivariate logistic regression, were proposed for the task of Ki-67 expression status prediction. Results: The mean dice Similarity Coefficient (DSC) score of the 3D segmentation model on the validation set was 0.85. On the Ki-67 expression prediction task, the AUC of the interpretable RF model on the validation set was 0.84 (95% CI:0.81, 0.86; p < 0.001), which was a 3% improvement compared to the AUC of the nomogram. The Delong test showed that the z statistic for the difference between the two models was 1.901, corresponding to a p value of 0.057. In addition, SHAP analysis showed that the Rad-Score made a significant contribution to the model decision. Conclusion: In this study, we developed a 3D brain tumor segmentation model and used an interpretable machine learning model and nomogram for preoperative prediction of Ki-67 expression status in PCNSL patients, which improved the prediction of this medical task. Clinical relevance statement: Ki-67 represents the degree of active cell proliferation and is an important prognostic parameter associated with clinical outcomes. Non-invasive and accurate prediction of Ki-67 expression level preoperatively plays an important role in targeting treatment selection and patient stratification management for PCNSL thereby improving prognosis.

3.
Artigo em Inglês | MEDLINE | ID: mdl-38924426

RESUMO

OBJECTIVE: The aim of this study was to develop and validate an interpretable and highly generalizable multimodal radiomics model for predicting the prognosis of patients with cerebral hemorrhage. METHODS: This retrospective study involved 237 patients with cerebral hemorrhage from 3 medical centers, of which a training cohort of 186 patients (medical center 1) was selected and 51 patients from medical center 2 and medical center 3 were used as an external testing cohort. A total of 1762 radiomics features were extracted from nonenhanced computed tomography using Pyradiomics, and the relevant macroscopic imaging features and clinical factors were evaluated by 2 experienced radiologists. A radiomics model was established based on radiomics features using the random forest algorithm, and a radiomics-clinical model was further trained by combining radiomics features, clinical factors, and macroscopic imaging features. The performance of the models was evaluated using area under the curve (AUC), sensitivity, specificity, and calibration curves. Additionally, a novel SHAP (SHAPley Additive exPlanations) method was used to provide quantitative interpretability analysis for the optimal model. RESULTS: The radiomics-clinical model demonstrated superior predictive performance overall, with an AUC of 0.88 (95% confidence interval, 0.76-0.95; P < 0.01). Compared with the radiomics model (AUC, 0.85; 95% confidence interval, 0.72-0.94; P < 0.01), there was a 0.03 improvement in AUC. Furthermore, SHAP analysis revealed that the fusion features, rad score and clinical rad score, made significant contributions to the model's decision-making process. CONCLUSION: Both proposed prognostic models for cerebral hemorrhage demonstrated high predictive levels, and the addition of macroscopic imaging features effectively improved the prognostic ability of the radiomics-clinical model. The radiomics-clinical model provides a higher level of predictive performance and model decision-making basis for the risk prognosis of cerebral hemorrhage.

4.
Chin J Traumatol ; 2024 Mar 07.
Artigo em Inglês | MEDLINE | ID: mdl-38508908

RESUMO

PURPOSE: To comprehensively analyze the geographic and temporal trends of foot fracture, understand its health burden by age, sex, and sociodemographic index (SDI), and explore its leading causes from 1990 to 2019. METHODS: The datasets in the present study were generated from the Global Burden of Diseases Study 2019, which included foot fracture data from 1990 to 2019. We extracted estimates along with the 95% uncertainty interval (UI) for the incidence and years lived with disability (YLDs) of foot fracture by location, age, gender, and cause. The epidemiology and burden of foot fracture at the global, regional, and national level was exhibited. Next, we presented the age and sex patterns of foot fracture. The leading cause of foot fracture was another focus of this study from the viewpoint of age, sex, and location. Then, Pearson's correlations between age-standardized rate (ASR), SDI, and estimated annual percentage change were calculated. RESULTS: The age-standardized incidence rate was 138.68 (95% UI: 104.88 - 182.53) per 100,000 persons for both sexes, 174.24 (95% UI: 134.35 - 222.49) per 100,000 persons for males, and 102.19 (95% UI: 73.28 - 138.00) per 100,000 persons for females in 2019. The age-standardized YLDs rate was 5.91 (95% UI: 3.58 - 9.25) per 100,000 persons for both genders, 7.35 (95% UI: 4.45 - 11.50) per 100,000 persons for males, and 4.51 (95% UI: 2.75 - 7.03) per 100,000 persons for females in 2019. The global incidence and YLDs of foot fracture increased in number and decreased in ASR from 1990 to 2019. The global geographical distribution of foot fracture is uneven. The incidence rate for males peaked at the age group of 20 - 24 years, while that for females increased with advancing age. The incidence rate of older people was rising, as younger age incidence rate declined from 1990 to 2019. Falls, exposure to mechanical forces, and road traffic injuries were the 3 leading causes of foot fracture. Correlations were observed between ASR, estimated annual percentage change, and SDI. CONCLUSIONS: The burden of foot fracture remains high globally, and it poses an enormous public health challenge, with population ageing. It is necessary to allocate more resources to the high-risk populations. Targeted realistic intervention policies and strategies are warranted.

5.
J Comput Assist Tomogr ; 48(2): 334-342, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-37757802

RESUMO

OBJECTIVES: The purpose of this study is to inquire about the potential association between radiomics features and the pathological nature of thyroid nodules (TNs), and to propose an interpretable radiomics-based model for predicting the risk of malignant TN. METHODS: In this retrospective study, computed tomography (CT) imaging and pathological data from 141 patients with TN were collected. The data were randomly stratified into a training group (n = 112) and a validation group (n = 29) at a ratio of 4:1. A total of 1316 radiomics features were extracted by using the pyradiomics tool. The redundant features were removed through correlation testing, and the least absolute shrinkage and selection operator (LASSO) or the minimum redundancy maximum relevance standard was used to select features. Finally, 4 different machine learning models (RF Hybrid Feature, SVM Hybrid Feature, RF, and LASSO) were constructed. The performance of the 4 models was evaluated using the receiver operating characteristic curve. The calibration curve, decision curve analysis, and SHapley Additive exPlanations method were used to evaluate or explain the best radiomics machine learning model. RESULTS: The optimal radiomics model (RF Hybrid Feature model) demonstrated a relatively high degree of discrimination with an area under the receiver operating characteristic curve (AUC) of 0.87 (95% CI, 0.70-0.97; P < 0.001) for the validation cohort. Compared with the commonly used LASSO model (AUC, 0.78; 95% CI, 0.60-0.91; P < 0.01), there is a significant improvement in AUC in the validation set, net reclassification improvement, 0.79 (95% CI, 0.13-1.46; P < 0.05), and integrated discrimination improvement, 0. 20 (95% CI, 0.10-0.30; P < 0.001). CONCLUSION: The interpretable radiomics model based on CT performs well in predicting benign and malignant TNs by using quantitative radiomics features of the unilateral total thyroid. In addition, the data preprocessing method incorporating different layers of features has achieved excellent experimental results. CLINICAL RELEVANCE STATEMENT: As the detection rate of TNs continues to increase, so does the diagnostic burden on radiologists. This study establishes a noninvasive, interpretable and accurate machine learning model to rapidly identify the nature of TN found in CT.


Assuntos
Bócio Nodular , Nódulo da Glândula Tireoide , Humanos , Radiômica , Estudos Retrospectivos , Nódulo da Glândula Tireoide/diagnóstico por imagem
6.
Zhongguo Gu Shang ; 35(9): 812-7, 2022 Sep 25.
Artigo em Chinês | MEDLINE | ID: mdl-36124449

RESUMO

The expert consensus of the third-generation minimally invasive technical specification for hallux valgus was developed by Foot and Ankle Committee of Orthopaedic Branch of Chinese Medical Doctor Association, Foot and Ankle Committee of Sports Medicine Branch of Chinese Medical Doctor Association, and Foot and Ankle Expert Committee of Orthopedic Branch of Chinese Association of Integrative Medicine. The consensus was drawn from evidence-based medicine and experts' clinical experience to provide an academic guidance of the third-generation minimally invasive technical specification of hallux valgus for the orthopedic surgeons, including definition, indications, osteotomy techniques, post-operative rehabilitation and prognosis.


Assuntos
Joanete , Hallux Valgus , Ortopedia , Consenso , Hallux Valgus/cirurgia , Humanos , Osteotomia/métodos
7.
Zhongguo Gu Shang ; 35(9): 818-24, 2022 Sep 25.
Artigo em Chinês | MEDLINE | ID: mdl-36124450

RESUMO

OBJECTIVE: To compare minimally invasive and traditional Chevron osteotomy in treating patients with mild to moderate hallux valgus. METHODS: Clinical data of 36 patients (36 feet) with mild to moderate hallux valgus from January 2019 to February 2021 were retrospectively analyzed, and divided into minimally invasive osteotomy(minimally invasive group) and traditional Chevron osteotomy(traditional group). There were 16 patients in minimally invasive group, including 1 male and 15 females, aged from 36 to 60 years old with an average of(49.0±9.5) years old;9 were mild and 7 were moderate according to Mann classification;treated with minimally invasive osteotomy with hollow screw fixation. There were 20 patients(20 feet) in traditional group, including 2 males and 18 females, aged from 38 to 65 years old with an average of(50.0±9.2) years old;11 were mild and 9 were moderate according to Mann classification;treated with traditional Chevron osteotomy. Hallux valgus angle (HVA), intermetatarsal angle (IMA) before and after operation at 12 months bewteen two groups were observed and compared, and American Orthopedic Foot and Ankle Society (AOFAS) forefoot score and visual analogue scale (VAS) before and after operation at 6 weeks and 12 months between two groups were compared. RESULTS: Thirty-six patiens were followed up from 14 to 30 months with an average of (21.00±5.77) months. All incisions were healed well at stageⅠwithout infection. There were no significant differences in HVA, IMA, AOFAS forefoot scores and VAS before and after operation at 12 months between two groups(P>0.05). However, AOFAS forefoot scores and VAS of minimally invasive group was significantly better than that of traditionl group at 6 weeks after operation (P<0.05). Postoperative HVA, IMA, AOFAS forefoot scores and VAS at 12 months bewteen two groups were improved better than that of preoperation(P<0.05). CONCLUSION: Compared with traditional Chevron osteotomy, minimally invasive osteotomy has less trauma and quicker recovery. Both of them has similar clinical effects, and could receive satisfactory clinical effects, while treatment of minimally invasive osteotomy should pain attention to learning curve.


Assuntos
Joanete , Hallux Valgus , Adulto , Idoso , Feminino , Hallux Valgus/cirurgia , Humanos , Masculino , Pessoa de Meia-Idade , Osteotomia , Estudos Retrospectivos , Resultado do Tratamento
8.
Diab Vasc Dis Res ; 17(5): 1479164120953626, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32951444

RESUMO

PURPOSE: This study was conducted to investigate the relation of HP infection to peripheral arterial stiffness and 10-year cardiovascular risk in diabetes mellitus (DM). METHODS: DM subjects who underwent the C13-breath test were enrolled and divided into DMHP+ and DMHP- groups. Peripheral arterial stiffness was measured using brachial to ankle pulse wave velocity (baPWV). Framingham score (FRS) and Chinese evaluation method of ischemic cardiovascular diseases (ICVD) were used to clarify 10-year cardiovascular risk. RESULTS: A total of 6767 subjects were included, baPWV and proportion of subjects with severe peripheral arterial stiffness were lower in DMHP- group than DMHP+ group (1556.68 ± 227.54 vs 2031.61 ± 525.48 cm/s, p < 0.01; 21.9% vs 62.7%, p < 0.01). Multivariate logistic regression analysis demonstrated that HP infection was independently associated with baPWV. Furthermore, cardiovascular risk score and the proportion of subjects with high risk were lower in DMHP- group than DMHP+ group (FRS: 12.09 ± 3.77 vs 13.91 ± 3.77, 17.2% vs 38.8%; ICVD: 8.56 ± 2.99 vs 10.22 ± 3.16, 43.9% vs 65.4%, with all p < 0.05). CONCLUSION: DM subjects with HP infection had more severe peripheral arterial stiffness compared those without HP infection, a higher cardiovascular risk score and 10-year cardiovascular risk stratification were observed in those subjects.


Assuntos
Diabetes Mellitus/epidemiologia , Infecções por Helicobacter/epidemiologia , Helicobacter pylori/isolamento & purificação , Doença Arterial Periférica/epidemiologia , Rigidez Vascular , Adulto , China/epidemiologia , Estudos Transversais , Diabetes Mellitus/diagnóstico , Feminino , Fatores de Risco de Doenças Cardíacas , Infecções por Helicobacter/diagnóstico , Infecções por Helicobacter/microbiologia , Humanos , Masculino , Pessoa de Meia-Idade , Doença Arterial Periférica/diagnóstico , Doença Arterial Periférica/fisiopatologia , Prevalência , Prognóstico , Estudos Retrospectivos , Medição de Risco , Índice de Gravidade de Doença , Fatores de Tempo
9.
Medicine (Baltimore) ; 99(7): e19200, 2020 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-32049858

RESUMO

Elderly individuals with non-dipper hypertension are at high risk of cardiovascular disease because of increased stiffness of peripheral arteries. Since, vitamin D deficiency is prevalent in elderly Chinese. We examined whether reduced plasma levels of 25-hydroxyvitamin D [25(OH)D] may help promote this stiffness.Hypertensive patients at least 60 years old without history of peripheral arterial disease at our hospital were retrospectively divided into dipper and non-dipper groups according to the results of 24-hour ambulatory blood pressure monitoring. Plasma levels of 25(OH)D were measured by enzyme immunoassay. Peripheral arterial stiffness was measured based on the cardio-ankle vascular index (CAVI).Of the 155 patients enrolled, 95 (61.3%) were diagnosed with non-dipper hypertension and these patients had significantly lower plasma levels of 25(OH)D than the 60 patients with dipper hypertension (19.58 ±â€Š5.97 vs 24.36 ±â€Š6.95 nmol/L, P < .01) as well as significantly higher CAVI (8.46 ±â€Š1.65 vs 7.56 ±â€Š1.08 m/s, P < .01). Vitamin D deficiency was significantly more common among non-dipper patients (57.9% vs 31.7%, P < .01). Multivariate regression showed that age and 25(OH)D were independently related to CAVI, with each 1-ng/ml decrease in 25(OH)D associated with a CAVI increase of +0.04 m/s.Non-dipper hypertension is associated with vitamin D deficiency and reduced plasma levels of 25(OH)D. The latter may contribute to stiffening of peripheral arteries, increasing the risk of cardiovascular disease.


Assuntos
Hipertensão/sangue , Rigidez Vascular , Vitamina D/análogos & derivados , Idoso , Povo Asiático , Feminino , Humanos , Hipertensão/fisiopatologia , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Vitamina D/sangue
10.
World J Clin Cases ; 8(1): 168-174, 2020 Jan 06.
Artigo em Inglês | MEDLINE | ID: mdl-31970183

RESUMO

BACKGROUND: The technique of percutaneous endoscopic lumbar discectomy (PELD) as a transforaminal approach has been used to treat highly migrated lower lumbar disc herniations. However, due to the different anatomic characteristics of the upper lumbar spine, conventional transforaminal PELD may fail to remove the highly migrated upper lumbar disc nucleus pulposus. Therefore, the purpose of this study was to describe a novel surgical technique, two-level PELD, for the treatment of highly migrated upper lumbar disc herniations and to report its related clinical outcomes. CASE SUMMARY: A 60-year-old male presented with a complaint of pain at his lower back and right lower limb. The patient received 3 mo of conservative treatments but the symptoms were not alleviated. Physical examination revealed a positive femoral nerve stretch test and a negative straight leg raise test for the right leg, and preoperative visual analog scale (VAS) score for the lower back was 6 points and for the right leg was 8 points. Magnetic resonance imaging (MRI) demonstrated L2-L3 disc herniation on the right side and the herniated nucleus pulposus migrated to the upper margin of L2 vertebral body. According to physical examination and imaging findings, surgery was the primary consideration. Therefore, the patient underwent surgical treatment with two-level PELD. The pain symptom was relieved and the VAS score for back and thigh pain was one point postoperatively. The patient was asymptomatic and follow-up MRI scan 1 year after operation revealed no residual nucleus pulposus. CONCLUSION: Two-level PELD as a transforaminal approach can be a safe and effective procedure for highly migrated upper lumbar disc herniation.

11.
Sci Total Environ ; 688: 867-879, 2019 Oct 20.
Artigo em Inglês | MEDLINE | ID: mdl-31255824

RESUMO

Freshwater lakes are threatened by harmful blooms characterized by Cyanobacterial Aggregates (CAs) that are normally aggregated with extracellular polysaccharides released by cyanobacteria to form a phycosphere. It is possible that mutualistic relationships exist between bacteria and cyanobacteria in these CAs wherein bacterial products supplement cyanobacterial growth, and cyanobacterial exudates, in turn, serve as substrates for bacteria, thus augmenting the stability of each constituent. However, little is known about the exact interaction between cyanobacteria and their attached bacteria in CAs. Therefore, in this study, we collected 26 CA samples from Lake Taihu, a large freshwater lake in China from March of 2015 to February of 2016. We then sequenced both the V4 regions of 16S rRNA genes and full metagenomes, resulting in 610 Mb of 16S rRNA gene data and 198.98 Gb of high-quality metagenomic data. We observed that two cyanobacteria genera (Microcystis and Dolichospermum) alternately dominated CAs along the sampling time and specific bacterial genera attached to different cyanobacteria genera dominated CAs. More specifically, Dolichospermum dominates CAs when water temperature is low and total nitrogen is high, while Microcystis dominates CAs when water temperature is high and total nitrogen is low. Moreover, we found specific bacterial genera attached to different cyanobacteria genera dominated CAs. The cyanobacteria-bacteria related pairs Dolichospermum-Burkholderia and Microcystis-Hyphomonas were detected by ecological networks construction. Bacterial communities in CAs were found to be more correlated with the cyanobacterial community (Mantel's r = 0.76, P = 0.001) than with environmental factors (Mantel's r = 0.27, P = 0.017). A potential codependent nitrogen-cycling pathway between cyanobacteria and their attached bacteria was constructed, indicating their functional link. Overall, these results demonstrated that mutualistic relationships do, indeed, exist between cyanobacteria and bacteria in CAs at both taxonomic and gene levels, providing biological clues potentially leading to the control of blooms by interventional strategies to disrupt bacteria-cyanobacteria relationships and co-pathways.


Assuntos
Cianobactérias/fisiologia , China , Monitoramento Ambiental , Lagos , Nitrogênio , RNA Ribossômico 16S , Estações do Ano
12.
J Orthop Surg (Hong Kong) ; 27(2): 2309499019842879, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30987529

RESUMO

PURPOSE: The distal tibiofibular syndesmosis is an important structure for ankle stability. The objective of this study was to evaluate the motion of the syndesmosis under different loading patterns and determine the characteristics of the syndesmotic motion. METHODS: Six fresh cadaveric lower extremity specimens with the knee reserved were tested in this study. The skin and muscles were removed with all ligaments around the syndesmosis and knee and ankle joint intact. An axial load of 600 N was applied to the specimens with the ankle joint in 10° dorsiflexion, neutral position, and 15° plantar flexion using a universal material testing machine. Then, with the ankle joint positioned neutrally, a combination of 600-N axial and 5-Nm torsional external rotation loading was applied to the specimens. The medial-lateral and anterior-posterior displacement and rotation of the distal fibula relative to the distal tibia were measured. RESULTS: Under the axial loading, the distal fibula tended to move medially and anteriorly and rotate internally with the ankle positioned from the neutral position to 15° plantar flexion. Meanwhile, when the ankle was positioned from the neutral position to 10° dorsiflexion, the distal fibula tended to move laterally and posteriorly and rotate externally. Under the combined loading, with respect to the isolated axial loading, the distal fibula tended to move medially and posteriorly, and rotate externally relative to the distal tibia. CONCLUSION: Micro motion existed in the syndesmosis. The relative motion of the syndesmosis was correlated to the ankle position and loading patterns.


Assuntos
Articulação do Tornozelo/fisiologia , Amplitude de Movimento Articular/fisiologia , Suporte de Carga/fisiologia , Adulto , Cadáver , Fíbula/fisiologia , Humanos , Articulação do Joelho/fisiologia , Ligamentos Articulares/fisiologia , Teste de Materiais , Pessoa de Meia-Idade , Rotação , Ossos do Tarso/fisiologia , Tíbia/fisiologia
13.
J Orthop Surg (Hong Kong) ; 26(1): 2309499017747128, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29228848

RESUMO

PURPOSE: This study aimed to investigate the therapeutic effects and complications of minimally invasive surgery in treating displaced avulsion fractures (2-3 mm) of fifth metatarsal base zone I in young adults or athletes. METHODS: Forty-six patients with displaced fifth metatarsal base avulsion fractures were assigned to operative and nonoperative groups by randomization. Patients in nonoperative group were immobilized with plaster, while patients in operative group were treated with closed reduction and fixation with a percutaneous screw. RESULTS: All patients were followed up for 14 months on average (ranging from 12 to 24 months). All cases got primary union except for three patients in nonoperative group with malunion and two with frequent mild to moderate plantar pain. The American Orthopaedic Foot and Ankle Society score was significantly better in operative group at 6 months after treatment ( p < 0.05) but not significantly different at 12 months after treatment ( p > 0.05). The average time of full weight bearing and returning to work was significantly shorter in operative group than nonoperative group ( p < 0.05). CONCLUSION: In young adults or athletes with displaced avulsion fractures of fifth metatarsal base zone I, closed reduction and percutaneous screw fixation provides anatomical stable fixation and early mobilization.


Assuntos
Traumatismos em Atletas/terapia , Tratamento Conservador , Fixação de Fratura , Fratura Avulsão/terapia , Ossos do Metatarso/lesões , Adulto , Fatores Etários , Traumatismos em Atletas/diagnóstico por imagem , Traumatismos em Atletas/etiologia , Parafusos Ósseos , Deambulação Precoce , Feminino , Fratura Avulsão/diagnóstico por imagem , Fratura Avulsão/etiologia , Humanos , Masculino , Suporte de Carga , Adulto Jovem
14.
World J Gastroenterol ; 23(36): 6665-6673, 2017 Sep 28.
Artigo em Inglês | MEDLINE | ID: mdl-29085211

RESUMO

AIM: To investigate the intestinal luminal microbiota (LM) and mucosa-associated microbiota (MAM) in Chinese patients with functional gastrointestinal disorders (FGIDs) and examine the association between these communities and the expression of toll-like receptor (TLR) 2 and TLR4. METHODS: Thirty-two Chinese subjects who suffered from symptoms of FGIDs, as confirmed by gastroenterologists, were enrolled in this study. Fresh faecal samples and descending colonic mucosal biopsies were collected from the subjects before (faecal) and during (mucosal) flexible colonoscopy. For analysis of the samples, we performed high-throughput sequencing of the V3-V4 region of the 16S rRNA gene and reverse transcription (RT)-PCR to detect the expression of colonic TLR2 and TLR4. Differences in the stool and mucosal microbiota were examined and a correlation network analysis was performed. RESULTS: The microbiota of faecal samples was significantly more diverse and richer than that of the mucosal samples, and the LM and MAM populations differed significantly. TLR2 expression showed a significant positive correlation with TLR4 expression. In the MAM samples, the genera Faecalibacterium and Ruminococcus, which belong to the family Ruminococcaceae, were inversely correlated with TLR4 expression (r = -0.45817, P = 0.0083 and r = -0.5306, P = 0.0018, respectively). Granulicatella, which belongs to Carnobacteriaceae, and Streptococcus, which belongs to Streptococcaceae, were inversely correlated with TLR2 expression (r = -0.5573, P = 0.0010 and r = -0.5435, P = 0.0013, respectively). In the LM samples, examination at phylum, class, or order level revealed no correlation with TLR4 expression. Faecalibacterium, which belongs to Ruminococcaceae, and Streptococcus, which belongs to Streptococcaceae, were inversely correlated with TLR2 expression (r = -0.5743, P = 0.0058 and r = -0.3905, P = 0.0271, respectively). CONCLUSION: Microbial compositions of LM and MAM in Chinese patients with FGIDs are different. Expression of TLRs may be affected by the type of bacteria that are present in the gut.


Assuntos
Bactérias/genética , Gastroenteropatias/microbiologia , Microbioma Gastrointestinal/genética , Mucosa Intestinal/microbiologia , RNA Bacteriano/isolamento & purificação , Receptor 2 Toll-Like/metabolismo , Receptor 4 Toll-Like/metabolismo , Adulto , Bactérias/isolamento & purificação , Biópsia , Colo/microbiologia , Colo/patologia , Colonoscopia , Biologia Computacional , Fezes/microbiologia , Feminino , Gastroenteropatias/patologia , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Mucosa Intestinal/patologia , Masculino , Pessoa de Meia-Idade , Filogenia , RNA Ribossômico 16S/isolamento & purificação , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Adulto Jovem
15.
Orthop Surg ; 9(1): 77-85, 2017 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-28276647

RESUMO

OBJECTIVE: To study and compare the clinical outcomes of open reduction and internal fixation via extensile L-shape incision and limited open reduction via the sinus tarsi approach using the medial distraction technique for intra-articular calcaneal fractures. METHODS: We performed a retrospective review of 65 intra-articular calcaneal fractures treated operatively between March 2012 and February 2015. Patients were divided into two groups: 28 were in the sinus tarsi approach group and 37 were in the extensile lateral approach group. All patients were asked to return for a research visit that included radiography and clinical evaluation. The postoperative function was evaluated using the ankle and hindfoot score of the American Orthopaedic Foot and Ankle Society (AOFAS) and the visual analogue scale (VAS). RESULTS: No significant difference was found in demographics between the two groups. The corrected value of the calcaneal varus angle between the two groups is statistically significant (P < 0.05). The overall wound complication rate was 3.6% in the minimally invasive group versus 13.5% in the extensile group. Four patients in the extensile lateral approach group had developed hindfoot varus deformity at last follow-up. At the last follow-up, the average AOFAS ankle and the hindfoot score of the minimal group was 88.4 ± 6.6, and the VAS score was 1.9 ± 0.7, while that of the extensile lateral approach group was 83.2 ± 5.6 and 2.3 ± 1.0, respectively. CONCLUSION: Limited open reduction via the sinus tarsi approach for intra-articular calcaneal fractures could reduce the incidence of wound complications effectively, and the medial distraction technique is helpful for correcting the calcaneus varus deformity.


Assuntos
Calcâneo/lesões , Calcâneo/cirurgia , Fixação Interna de Fraturas/métodos , Fraturas Intra-Articulares/cirurgia , Adulto , Idoso , Calcâneo/diagnóstico por imagem , Feminino , Seguimentos , Fixação Interna de Fraturas/efeitos adversos , Consolidação da Fratura , Humanos , Fraturas Intra-Articulares/diagnóstico por imagem , Masculino , Pessoa de Meia-Idade , Procedimentos Cirúrgicos Minimamente Invasivos/métodos , Osteogênese por Distração/métodos , Cuidados Pós-Operatórios/métodos , Radiografia , Estudos Retrospectivos , Tomografia Computadorizada por Raios X , Resultado do Tratamento , Adulto Jovem
16.
J Int Med Res ; 45(1): 310-319, 2017 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-28222622

RESUMO

Objective * These authors contributed equally to this work. To explore tendon-bundle technique for treating Achilles tendon rupture with no defects. Methods Patients with full unilateral Achilles tendon rupture with no defects were included. The Achilles tendon medial edge surgical repair approach was used, revealing horsetail-like rupture bundles. Tendon bundles were anatomically realigned and repaired end-to-end using 5-0 sutures. Patients were followed-up for 1 year, and assessed for differences between the repaired versus healthy limb. Results Out of 24 patients (18 male, 6 female; aged 19-56 years) at 1 year following surgery, mean American Orthopaedic Foot and Ankle Society score was 92.4 ± 5.9; mean differences between the surgically repaired versus contralateral side in dorsiflexion and plantarflexion angle were 3.5 ± 2.3° and 5.6 ± 3.2°, respectively; mean difference in calf circumference between the two sides was 0.9 ± 0.5 cm; and mean increase in Achilles tendon width versus the healthy side was 0.8 ± 0.2 cm. By 1 year post-surgery, there were no significant between-side differences in dorsiflexion and plantarflexion angle, or calf circumference. Conclusions Tendon-bundle surgery resulted in good ankle function restoration and low complication rates. Tendon-bundle surgery may reduce blood supply destruction and maximally preserve Achilles tendon length, and may be effective for treating Achilles tendon rupture with no defects.


Assuntos
Tendão do Calcâneo/cirurgia , Procedimentos Ortopédicos/métodos , Procedimentos de Cirurgia Plástica/métodos , Ruptura/cirurgia , Técnicas de Sutura , Traumatismos dos Tendões/cirurgia , Tendão do Calcâneo/diagnóstico por imagem , Tendão do Calcâneo/lesões , Adulto , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Amplitude de Movimento Articular/fisiologia , Recuperação de Função Fisiológica/fisiologia , Ruptura/diagnóstico por imagem , Ruptura/reabilitação , Suturas , Traumatismos dos Tendões/diagnóstico por imagem , Traumatismos dos Tendões/reabilitação , Resultado do Tratamento
17.
J Int Med Res ; 44(4): 905-16, 2016 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-27358264

RESUMO

OBJECTIVE: To assess a classification system for midfoot injury that was based on the characteristics of the foot malunion and to evaluate the suggested treatment strategies. METHODS: This retrospective review of data from patients with posttraumatic midfoot malunion categorized each foot deformity into one of three types based on the foot arch and then separated these categories into one of three subtypes based on the forefoot deformity. According to the types of malunion, fascio-cutaneous flap, osteotomy, joint arthrodesis or realignment was used to correct the deformity. Patients were assessed before surgery and at 12 and 24 months postoperation. RESULTS: Of the 24 patients identified, six had Lisfranc joint injuries, nine had Lisfranc joint complex injuries combined with cuboid compression fractures and nine had Lisfranc joint complex injuries combined with navicular fractures. Overall, eight patients presented with poor soft tissue and massive scar at the dorsal foot. Visual analogue scale and American Orthopaedic Foot and Ankle Society midfoot scores significantly improved over the 24-month study period. At the end of the study, 21 of 24 patients (87.5%) rated their functional outcome as excellent or good. CONCLUSION: The classification of the midfoot malunion evaluated in this study may be helpful in the decision making process for surgical intervention.


Assuntos
Traumatismos do Pé/cirurgia , Fraturas Mal-Unidas/cirurgia , Adolescente , Adulto , Idoso , Feminino , Traumatismos do Pé/diagnóstico por imagem , Fraturas Mal-Unidas/diagnóstico por imagem , Humanos , Masculino , Pessoa de Meia-Idade , Medição da Dor , Adulto Jovem
18.
Acta Ortop Bras ; 24(1): 39-42, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-26997913

RESUMO

OBJECTIVE: To investigate the effect of second toe-to-hand transfer on the plantar pressure distribution of the donor foot. METHODS: Twelve normal fresh-frozen cadaveric foot specimens were subjected to an axial load of 600 N. An F-Scan plantar pressure analysis system was used to measure the forefoot plantar pressure. The testing was performed under the conditions of intact second toe, second toe removal with the second metatarsal head reserved, and second toe removal in combination with the distal one-third of the second metatarsal, respectively. RESULTS: The peak pressure of the second metatarsal head was greater than other four forefoot plantar regions. There was no statistically significant change in the forefoot plantar pressure distribution after the second toe was removed (p > 0.05). When the second toe and the distal one-third of the second metatarsal were removed, the forefoot plantar pressure distribution changed significantly (p < 0.05). CONCLUSIONS: An intact second metatarsal is essential for the normal distribution of plantar pressure. Removal of the second toe with the second metatarsal head reserved had little influence on the plantar pressure distribution of the donor foot. Removal of the second toe and distal one-third of the second metatarsal resulted in abnormal plantar pressure distribution. Level of Evidence II, Experimental Study.

19.
Foot Ankle Clin ; 21(1): 123-34, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-26915783

RESUMO

Displaced tongue-type fractures of the calcaneus can lead to severe pain and disability if not treated appropriately. Failure to reduce articular displacement may require subtalar joint arthrodesis with subsequent loss of function. The subtalar joint is crucial for normal foot and ankle function. In selected cases, if the malunited joint is still in good condition, it is preserved by corrective osteotomy. A joint-preserving osteotomy with axial realignment is a treatment option for malunited tongue-type calcaneal fractures encountered early on, before the development of subtalar arthrosis in carefully selected patients.


Assuntos
Calcâneo/cirurgia , Fraturas Mal-Unidas/cirurgia , Osteotomia/métodos , Articulação Talocalcânea/cirurgia , Calcâneo/diagnóstico por imagem , Calcâneo/lesões , Fraturas Ósseas/diagnóstico por imagem , Fraturas Ósseas/cirurgia , Fraturas Mal-Unidas/classificação , Fraturas Mal-Unidas/diagnóstico por imagem , Humanos , Radiografia , Articulação Talocalcânea/diagnóstico por imagem , Articulação Talocalcânea/lesões
20.
Acta ortop. bras ; 24(1): 39-42, Jan.-Feb. 2016. tab, graf
Artigo em Inglês | LILACS | ID: lil-771861

RESUMO

ABSTRACT Objective: To investigate the effect of second toe-to-hand transfer on the plantar pressure distribution of the donor foot. Methods: Twelve normal fresh-frozen cadaveric foot specimens were subjected to an axial load of 600 N. An F-Scan plantar pressure analysis system was used to measure the forefoot plantar pressure. The testing was performed under the conditions of intact second toe, second toe removal with the second metatarsal head reserved, and second toe removal in combination with the distal one-third of the second metatarsal, respectively. Results: The peak pressure of the second metatarsal head was greater than other four forefoot plantar regions. There was no statistically significant change in the forefoot plantar pressure distribution after the second toe was removed (p > 0.05). When the second toe and the distal one-third of the second metatarsal were removed, the forefoot plantar pressure distribution changed significantly (p < 0.05). Conclusions: An intact second metatarsal is essential for the normal distribution of plantar pressure. Removal of the second toe with the second metatarsal head reserved had little influence on the plantar pressure distribution of the donor foot. Removal of the second toe and distal one-third of the second metatarsal resulted in abnormal plantar pressure distribution. Level of Evidence II, Experimental Study.

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