A multichannel electromyography dataset for continuous intraoperative neurophysiological monitoring of cranial nerve.

Continuous Intraoperative Neurophysiologic Monitoring (cIONM) is a widely used technology to improve surgical outcomes and prevent cranial nerve injury during skull base surgery. Monitoring of free-running electromyogram (EMG) plays an important role in cIONM, which can be used to identify different discharge patterns, alert the surgeon to potential nerve damage promptly, etc. In this dataset, we collected clinical multichannel EMG signals from 11 independent patients' data using a Neuromaster G1 MEE-2000 system (Nihon Kohden, Inc., Tokyo, Japan). Through innovative classification methods, these signals were categorized into seven different categories. Remarkably, channel 1 and channel 2 captured continuous EMG signals from the facial nerve (VII cranial nerve), while channel 3 to channel 6 focused on V, XI, X, and XII cranial nerves. This is the first time that intraoperative EMG signals have been collated and presented as a dataset and labelled by professional neurophysiologists. These data can be utilized to develop the architecture of neural networks in deep learning, machine learning, pattern recognition, and other commonly employed biomedical engineering research methods, thereby providing valuable information to enhance the safety and efficacy of surgical procedures.

Pediatric Rehabilitation Therapy and Physiotherapy Education in China.

AIMS: To explore the pediatric rehabilitation curriculum, clinical placement, faculty characteristics, facilitators and barriers to curriculum implementation, and satisfaction of graduates of entry-level programs of rehabilitation therapy and physiotherapy in China. METHODS: Two online cross-sectional surveys were conducted. With stratified random sampling, faculty were contacted to provide information on pediatric rehabilitation education in Survey A. In Survey B, the satisfaction of 2019 graduates was collected. Fifty-three faculty members (response rate 96.4%) completed Survey A and 154 graduates (response rate 85.6%) completed Survey B. RESULTS: There were variations in pediatric rehabilitation curriculum setting, clinical placement, and faculty characteristics. The key facilitator to implementation was a stand-alone pediatric course. The insufficient number of teachers was identified as the major barrier. The median satisfaction level of all 2019 graduates for curricular setting, faculty and placement was 4 (satisfied). The satisfaction level of 2019 graduates of programs accredited by the World Physiotherapy was statistically higher than that of graduates of non-accredited programs in curricular setting and faculty. CONCLUSIONS: The results support the need for faculty development and guidelines on minimum standards for entry-level pediatric rehabilitation education in China.

Diagnostic utility of SOX11 immunohistochemistry in differentiating cutaneous spread of mantle cell lymphoma from primary cutaneous B-cell lymphomas.

BACKGROUND: Mantle cell lymphoma (MCL) is associated with the worst prognosis among low-grade B-cell lymphomas. While cutaneous involvement by nodal or systemic MCL is uncommon, its differentiation from primary cutaneous B-cell lymphoma (CBCL) or cutaneous involvement by other extra-cutaneous BCL is challenging as neither histomorphology nor immunophenotype can be absolutely specific. We analyzed the diagnostic utility of SOX11 immunohistochemistry in differentiating secondary cutaneous MCL from other low-grade CBCL. METHODS: Immunohistochemical staining with anti-SOX11 antibody was performed on 8 cases of secondary cutaneous MCL, 16 secondary cutaneous CLL, 20 primary cutaneous MZL, 12 cutaneous FCL (6 primary, 6 secondary), 7 primary cutaneous DLBCL, leg type, 5 systemic DLBCL and 3 B-ALL. SOX11 and cyclin D1 staining were compared in secondary cutaneous MCL. RESULTS: Nuclear SOX11 staining was seen in seven of eight cases (88%) of secondary cutaneous MCL, including a case with minimal cyclin D1 expression. All other CBCL lacked detectable nuclear SOX11 expression. The sensitivity and specificity for SOX11 in MCL were 87.5 and 100%, respectively. Both the sensitivity and specificity for combined SOX11 and cyclin D1 immunohistochemistry were 100%. CONCLUSION: SOX11 immunohistochemistry could be a useful adjunct in distinguishing secondary cutaneous MCL from other CBCL.

Expression of helper T cell master regulators in inflammatory dermatoses and primary cutaneous T-cell lymphomas: diagnostic implications.

BACKGROUND: Mycosis fungoides (MF) is a neoplasm of skin-homing CD4(+) helper T (TH) lymphocytes with dysregulation of TH1 and TH2 immunity. Diagnosis of MF is challenging, as there is significant morphologic overlap with other dermatologic entities. OBJECTIVE: We investigated diagnostic utility of TH1- and TH2-specific markers, T-bet, and GATA-3, respectively, in MF and its reactive and neoplastic mimics. METHODS: Immunohistochemical staining for CD3/T-bet and CD3/GATA-3 was performed on inflammatory dermatoses (n = 56), MF (n = 37), Sezary syndrome (SS; n = 8), and cutaneous anaplastic large cell lymphoma (C-ALCL; n = 14). RESULTS: Inflammatory dermatoses showed epidermal T cells predominantly expressing GATA-3, except psoriasis, which exhibited a mixed GATA-3/T-bet staining. In contrast, neoplastic T cells in patch stage MF showed markedly increased T-bet positivity with minimal GATA-3 expression. Plaque stage MF had a mixed T-bet/GATA-3 phenotype, whereas tumor stage MF and SS exhibited diffuse GATA-3 expression. C-ALCL lacked significant staining for both markers. LIMITATIONS: Sample size was relatively small. CONCLUSIONS: A predominance of T-bet(+) T cells in the epidermis support patch stage MF over dermatitis. A predominance of GATA-3(+) T cells in the dermis support CD30(+) MF with large cell transformation over C-ALCL. These stains do not allow distinction between dermatitis and cutaneous infiltrates of SS.

BK virus as a potential co-factor for HPV in the development of cervical neoplasia.

Cervical cancer is the third most common type of cancer in women worldwide. A persistent infection with high risk (HR) human papillomavirus (HPV) is necessary for cervical cancer to occur. However, the great majority of women that are infected with HR-HPV will not develop cervical cancer, indicating that HR-HPV alone is not adequate to drive the development of cervical cancer, suggesting the involvement of cofactors. The BK polyomavirus (BKV) establishes latency near cervical tissue in the urogenital tract and is frequently detected in the urine, especially in immunosuppressed patients, and hence may coexist with HR-HPV. Current experimental evidence indicates that both HR-HPV and BKV are capable of altering cell-cycle control and inhibit apoptosis. Therefore, they may act additively or synergistically to promote malignant transformation. We hypothesize that BKV is a co-factor for HR-HPV in cervical cancer. In this study, we examined 249 cervical swabs that were submitted for routine HR-HPV screening test in the Molecular Diagnostics Laboratory at the University of Texas Medical Branch (UTMB). Our results showed that 107 samples contained HR-HPV at an overall rate of 43% (107/249); BKV was present in 4 (3.7%) of the 107 HR-HPV positive specimens and in 12 (8.5%) of the 142 HR-HPV negative samples with an overall positive rate of 6.4% (16/249). Although there was no statistical significance between HR-HPV and BKV co-infection (P=0.19, Fisher's exact test), our results support the hypothesis that BKV can co-exist with HR-HPV in cervical specimens.