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706 citation(s) found for "Wu, Kai".

Integrated human-machine interface for closed-loop stimulation using implanted and wearable devices
Sladky, Vladimir , McQuown, Kevin, Brinkmann, Benjamin H. , Miller, Kai J. , Brinkmann, Benjamin H , Křemen, Václav , Mívalt, Filip , Gompel, Jamie J. Van , Denison, Timothy , Worrell, Gregory A.

2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC) | November 18, 2022 | Volume: No volume available | Issue: No issue available | Pages: 1730-1735

10.1109/smc53654.2022.9945203 Get It

NS2NS: Self-Learning for Seismic Image Denoising
Liu, Naihao , Wang, Jiale , Gao, Jinghuai , Yu, Kai , Lou, Yihuai , Pu, Yitao , Chang, Shaojie

IEEE Transactions on Geoscience and Remote Sensing | November 3, 2022 | Volume: 60 | Issue: No issue available | Pages: 1-11

10.1109/tgrs.2022.3217289 Get It

The impact of preservation and recovery of renal function on survival after veno‐arterial extracorporeal life support: A retrospective cohort study
Prasad, Amit , Singbartl, Kai , Singbartl, Kai , Brehm, Christoph

Artificial Organs | November 3, 2022 | Volume: 47 | Issue: 3 | Pages: 554-565

10.1111/aor.14449 | PMID 36325712 Get It

AbstractBackgroundVeno‐arterial extracorporeal life support (V‐A ECLS) has become a cornerstone in the management of critical cardiogenic shock, but it can also precipitate organ injury, e.g., acute kidney injury (AKI). Available studies highlight the effect of non‐cardiac organ injury on patient outcomes. Only very little is known about the impact of non‐cardiac organ recovery on patient survival. AKI occurs frequently during cardiogenic shock and carries a poor prognosis. We have developed descriptive models to hypothesize on the role of AKI severity versus that of recovery of renal function for patient survival.MethodsRetrospective, observational study including 175 patients who were successfully decannulated from V‐A ECLS. We assessed AKI severity using the “Kidney Disease: Improving Global Outcomes” (KDIGO) criteria. We defined recovered or preserved renal function (RPRF) prior to decannulation from V‐A ECLS as 0 (AKI with no improvement) or 1 (no AKI or AKI with improvement). We classified patient outcomes as alive or dead at hospital discharge.Results78% (n = 138) of all patients survived hospital discharge of which 38% (n = 67) never developed AKI. After adjusting for shock severity and non‐renal organ injury, RPRF emerged as an independent predictor of survival in both the overall cohort [OR (95% CI) – 4.11 (1.72–9.79)] and the AKI‐only sub‐cohort [OR (95% CI) – 5.18 (1.8–14.92)]. Neither maximum KDIGO stage nor KDIGO stage at the end of V‐A ECLS was independently associated with survival.ConclusionsOur model identifies RPRF, but not AKI severity, as an independent predictor of hospital survival in patients undergoing V‐A ECLS for cardiogenic shock. We hypothesize that recovered or preserved non‐cardiac organ function during V‐A ECLS is crucial for patient survival.
Development of new postoperative neck pain at 12 and 24 months after surgery for cervical spondylotic myelopathy: a Quality Outcomes Database study
Sherrod, Brandon A. , Michalopoulos, Giorgos D. , Mulvaney, Graham , Agarwal, Nitin , Chan, Andrew K. , Asher, Anthony L. , Coric, Domagoj , Virk, Michael S. , Fu, Kai-Ming, Foley, Kevin T. , Park, Paul , Upadhyaya, Cheerag D., Knightly, John J. , Shaffrey, Mark E., Potts, Eric A. , Shaffrey, Christopher I. , Gottfried, Oren N., Than, Khoi D. , Wang, Michael Y. , Tumialán, Luis M. , Chou, Dean , Mummaneni, Praveen V. , Bydon, Mohamad , Bisson, Erica F. , Michalopoulos, Giorgos

Journal of Neurosurgery: Spine | October 28, 2022 | Volume: 38 | Issue: 3 | Pages: 357-365

10.3171/2022.9.spine22611 | PMID 36308471 Get It

OBJECTIVE Patients who undergo surgery for cervical spondylotic myelopathy (CSM) will occasionally develop postoperative neck pain that was not present preoperatively, yet the incidence of this phenomenon is unclear. The authors aimed to elucidate patient and surgical factors associated with new-onset sustained pain after CSM surgery. METHODS The authors reviewed data from the Quality Outcomes Database (QOD) CSM module. The presence of neck pain was defined using the neck pain numeric rating scale (NRS). Patients with no neck pain at baseline (neck NRS score ≤ 1) were then stratified based on the presence of new postoperative pain development (neck NRS score ≥ 2) at 12 and 24 months postoperatively. RESULTS Of 1141 patients in the CSM QOD, 224 (19.6%) reported no neck pain at baseline. Among 170 patients with no baseline neck pain and available 12-month follow-up, 46 (27.1%) reported new postoperative pain. Among 184 patients with no baseline neck pain and available 24-month follow-up, 53 (28.8%) reported new postoperative pain. The mean differences in neck NRS scores were 4.3 for those with new postoperative pain compared with those without at 12 months (4.4 ± 2.2 vs 0.1 ± 0.3, p < 0.001) and 3.9 at 24 months (4.1 ± 2.4 vs 0.2 ± 0.4, p < 0.001). The majority of patients reporting new-onset neck pain reported being satisfied with surgery, but their satisfaction was significantly lower compared with patients without pain at the 12-month (66.7% vs 94.3%, p < 0.001) and 24-month (65.4% vs 90.8%, p < 0.001) follow-ups. The baseline Neck Disability Index (NDI) was an independent predictor of new postoperative neck pain at both the 12-month and 24-month time points (adjusted OR [aOR] 1.04, 95% CI 1.01–1.06; p = 0.002; and aOR 1.03, 95% CI 1.01–1.05; p = 0.026, respectively). The total number of levels treated was associated with new-onset neck pain at 12 months (aOR 1.34, 95% CI 1.09–1.64; p = 0.005), and duration of symptoms more than 3 months was a predictor of 24-month neck pain (aOR 3.22, 95% CI 1.01–10.22; p = 0.048). CONCLUSIONS Increased NDI at baseline, number of levels treated surgically, and duration of symptoms longer than 3 months preoperatively correlate positively with the risk of new-onset neck pain following CSM surgery. The majority of patients with new-onset neck pain still report satisfaction from surgery, suggesting that the risk of new-onset neck pain should not hinder indicated operations from being performed.
Impact of bifurcation lesion on 10-year mortality in the SYNTAX trial
Ninomiya, Kai, Gao, Chunxia, Masuda, Shinichiro , Morice, Marie‐Claude, Colombo, A, Mack, Michael J. , Holmes, David R. , Davierwala, Pirose, Thuijs, D, Onuma, Yoshinobu, Serruys, Patrick W. , Garg, Scot , Gao, C, Lunardi, Mattia , Burzotta, Francesco , Davierwala, Piroze

European Heart Journal | October 15, 2022 | Volume: 43 | Issue: Supplement_2 | Pages: No page available

10.1093/eurheartj/ehac544.2142 Get It

Abstract Background Percutaneous coronary intervention (PCI) of bifurcation lesions is associated with higher rates of adverse events, and currently it is unclear whether PCI or coronary artery bypass grafting (CABG) is the safer treatment for these patients at very long-term follow up. Objectives To investigate the impact of bifurcation lesions on observed all-cause 10-year mortality in the SYNTAX trial. Methods In the SYNTAX Extended Survival study, 10-year observed mortality was compared among four groups: (a) presence of ≥1 bifurcation lesion and treatment with PCI (n=649), (b) no bifurcation lesion and treatment with PCI (n=248), (c) presence of ≥1 bifurcation lesion and treatment with CABG (n=651), and (d) no bifurcation lesion and treatment with CABG (n=239). Results Compared to patients without bifurcations, those with bifurcation lesion(s) treated with PCI had a significantly higher risk of all-cause death (19.8% vs 30.1%; HR: 1.55, 95% CI: 1.12 to 2.14; p=0.007), whereas following CABG, mortality was similar in patients with or without bifurcation lesion(s) (23.3% vs 23.0%; HR: 0.81, 95% CI: 0.59 to 1.12; p=0.207). (Figure1) There was a significant interaction between bifurcation lesion(s) and treatment arm (p for interaction=0.006). In PCI patients, at 5-years there was no significant difference in mortality between 1- vs 2-stent techniques, whereas at 10-years, a 2-stent technique was associated with higher mortality (33.3% vs 25.9%; HR: 1.51, 95% CI: 1.06 to 2.14; p=0.021, Figure2). Conclusions Bifurcation lesion(s) require special attention from the heart team discussion, considering the higher 10-year all-cause mortality associated with PCI. Careful evaluation of bifurcation lesion complexity may be helpful in decision-making. Funding Acknowledgement Type of funding sources: Private grant(s) and/or Sponsorship. Main funding source(s): The SYNTAX Extended Survival study was supported by the German Foundation of Heart Research (Frankfurt am Main, Germany). The SYNTAX trial, during 0-5 years follow-up, was funded by Boston Scientific Corporation (Marlborough, MA, USA). Both sponsors had no role in the study design, data collection, data analyses, and interpretation of the study data, nor were involved in the decision to publish the final manuscript. The principal investigators and authors had complete scientific freedom.
Leveraging machine learning to ascertain the implications of preoperative body mass index on surgical outcomes for 282 patients with preoperative obesity and lumbar spondylolisthesis in the Quality Outcomes Database
Agarwal, Nitin , Chan, Andrew K. , Shabani, Saman , Bisson, Erica F. , Bydon, Mohamad , Glassman, Steven D. , Foley, Kevin T. , Shaffrey, Christopher I. , Potts, Eric A. , Shaffrey, Mark E., Coric, Domagoj , Knightly, John J. , Park, Paul , Wang, Michael Y. , Fu, Kai-Ming, Slotkin, Jonathan R., Asher, Anthony L. , Virk, Michael S. , Haid, Regis W., Chou, Dean , Mummaneni, Praveen V. , Aabedi, Alexander A. , Letchuman, Vijay

Journal of Neurosurgery: Spine | October 14, 2022 | Volume: 38 | Issue: 2 | Pages: 182-191

10.3171/2022.8.spine22365 | PMID 36208428 Get It

OBJECTIVE Prior studies have revealed that a body mass index (BMI) ≥ 30 is associated with worse outcomes following surgical intervention in grade 1 lumbar spondylolisthesis. Using a machine learning approach, this study aimed to leverage the prospective Quality Outcomes Database (QOD) to identify a BMI threshold for patients undergoing surgical intervention for grade 1 lumbar spondylolisthesis and thus reliably identify optimal surgical candidates among obese patients. METHODS Patients with grade 1 lumbar spondylolisthesis and preoperative BMI ≥ 30 from the prospectively collected QOD lumbar spondylolisthesis module were included in this study. A 12-month composite outcome was generated by performing principal components analysis and k-means clustering on four validated measures of surgical outcomes in patients with spondylolisthesis. Random forests were generated to determine the most important preoperative patient characteristics in predicting the composite outcome. Recursive partitioning was used to extract a BMI threshold associated with optimal outcomes. RESULTS The average BMI was 35.7, with 282 (46.4%) of the 608 patients from the QOD data set having a BMI ≥ 30. Principal components analysis revealed that the first principal component accounted for 99.2% of the variance in the four outcome measures. Two clusters were identified corresponding to patients with suboptimal outcomes (severe back pain, increased disability, impaired quality of life, and low satisfaction) and to those with optimal outcomes. Recursive partitioning established a BMI threshold of 37.5 after pruning via cross-validation. CONCLUSIONS In this multicenter study, the authors found that a BMI ≤ 37.5 was associated with improved patient outcomes following surgical intervention. These findings may help augment predictive analytics to deliver precision medicine and improve prehabilitation strategies.
Application of a simple DNA damage model developed for electrons to proton irradiation
Matsuya, Yusuke , Kai, Takeshi , Parisi, Alessio , Yoshii, Yuji, Sato, Tatsuhiko , Parisi, Alessio

Physics in Medicine & Biology | October 13, 2022 | Volume: 67 | Issue: 21 | Pages: 215017

10.1088/1361-6560/ac9a20 | PMID 36228611 Get It

Abstract Proton beam therapy allows irradiating tumor volumes with reduced side effects on normal tissues with respect to conventional x-ray radiotherapy. Biological effects such as cell killing after proton beam irradiations depend on the proton kinetic energy, which is intrinsically related to early DNA damage induction. As such, DNA damage estimation based on Monte Carlo simulations is a research topic of worldwide interest. Such simulation is a mean of investigating the mechanisms of DNA strand break formations. However, past modellings considering chemical processes and DNA structures require long calculation times. Particle and heavy ion transport system (PHITS) is one of the general-purpose Monte Carlo codes that can simulate track structure of protons, meanwhile cannot handle radical dynamics simulation in liquid water. It also includes a simple model enabling the efficient estimation of DNA damage yields only from the spatial distribution of ionizations and excitations without DNA geometry, which was originally developed for electron track-structure simulations. In this study, we investigated the potential application of the model to protons without any modification. The yields of single-strand breaks, double-strand breaks (DSBs) and the complex DSBs were assessed as functions of the proton kinetic energy. The PHITS-based estimation showed that the DSB yields increased as the linear energy transfer (LET) increased, and reproduced the experimental and simulated yields of various DNA damage types induced by protons with LET up to about 30 keV μ m −1 . These results suggest that the current DNA damage model implemented in PHITS is sufficient for estimating DNA lesion yields induced after protons irradiation except at very low energies (below 1 MeV). This model contributes to evaluating early biological impacts in radiation therapy.
Apoptotic Body-Rich Media from Tenocytes Enhance Proliferation and Migration of Tenocytes and Bone Marrow Stromal Cells
Dong, Chenhui, Gingery, Anne , Amadio, Peter C. , An, Kai‐Nan, Moran, Steven L. , Zhao, Chunfeng , Zhao, Chunfeng , Gingery, Anne

International Journal of Molecular Sciences | September 29, 2022 | Volume: 23 | Issue: 19 | Pages: 11475

10.3390/ijms231911475 | PMID 36232777 Get It

The intrinsic healing following tendon injury is ideal, in which tendon progenitor cells proliferate and migrate to the injury site to directly bridge or regenerate tendon tissue. However, the mechanism determining why and how those cells are attracted to the injury site for tendon healing is not understood. Since the tenocytes near the injury site go through apoptosis or necrosis following injury, we hypothesized that secretions from injured tenocytes might have biological effects on cell proliferation and migration to enhance tendon healing. Tenocyte apoptosis was induced by 24 h cell starvation. Apoptotic body-rich media (T-ABRM) and apoptotic body-depleted media (T-ABDM) were collected from culture media after centrifuging. Tenocytes and bone marrow-derived stem cells (BMDSCs) were isolated and cultured with the following four media: (1) T-ABRM, (2) T-ABDM, (3) GDF-5, or (4) basal medium with 2% fetal calf serum (FCS). The cell activities and functions were evaluated. Both T-ABRM and T-ABDM treatments significantly stimulated the cell proliferation, migration, and extracellular matrix synthesis for both tenocytes and BMDSCs compared to the control groups (GDF-5 and basal medium). However, cell proliferation, migration, and extracellular matrix production of T-ABRM-treated cells were significantly higher than the T-ABDM, which indicates the apoptotic bodies are critical for cell activities. Our study revealed the possible mechanism of the intrinsic healing of the tendon in which apoptotic bodies, in the process of apoptosis, following tendon injury promote tenocyte and stromal cell proliferation, migration, and production. Future studies should analyze the components of the apoptotic bodies that play this role, and, thus, the targeting of therapeutics can be developed.
Correlation of the Modified Japanese Orthopedic Association With Functional and Quality-of-Life Outcomes After Surgery for Degenerative Cervical Myelopathy: A Quality Outcomes Database Study
Yee, Timothy J., Upadhyaya, Cheerag D., Coric, Domagoj , Potts, Eric A. , Bisson, Erica F. , Turner, Jay D. , Knightly, Jack, Fu, Kai-Ming, Foley, Kevin T. , Tumialán, Luis M. , Shaffrey, Mark E., Bydon, Mohamad , Mummaneni, Praveen V. , Chou, Dean , Chan, Andrew K. , Meyer, Scott A., Asher, Anthony L. , Shaffrey, Christopher I. , Gottfried, Oren N., Than, Khoi D. , Wang, Michael Y. , Buchholz, Avery L., Haid, Regis W., Park, Paul

Neurosurgery | September 23, 2022 | Volume: 91 | Issue: 6 | Pages: 952-960

10.1227/neu.0000000000002161 | PMID 36149088 Get It

BACKGROUND: The modified Japanese Orthopedic Association (mJOA) score is a widely used and validated metric for assessing severity of myelopathy. Its relationship to functional and quality-of-life outcomes after surgery has not been fully described. OBJECTIVE: To quantify the association of the mJOA with the Neck Disability Index (NDI) and EuroQol-5 Dimension (EQ-5D) after surgery for degenerative cervical myelopathy. METHODS: The cervical module of the prospectively enrolled Quality Outcomes Database was queried retrospectively for adult patients who underwent single-stage degenerative cervical myelopathy surgery. The mJOA score, NDI, and EQ-5D were assessed preoperatively and 3 and 12 months postoperatively. Improvement in mJOA was used as the independent variable in univariate and multivariable linear and logistic regression models. RESULTS: Across 14 centers, 1121 patients were identified, mean age 60.6 ± 11.8 years, and 52.5% male. Anterior-only operations were performed in 772 patients (68.9%). By univariate linear regression, improvements in mJOA were associated with improvements in NDI and EQ-5D at 3 and 12 months postoperatively (all P < .0001) and with improvements in the 10 NDI items individually. These findings were similar in multivariable regression incorporating potential confounders. The Pearson correlation coefficients for changes in mJOA with changes in NDI were −0.31 and −0.38 at 3 and 12 months postoperatively. The Pearson correlation coefficients for changes in mJOA with changes in EQ-5D were 0.29 and 0.34 at 3 and 12 months. CONCLUSION: Improvements in mJOA correlated weakly with improvements in NDI and EQ-5D, suggesting that changes in mJOA may not be a suitable proxy for functional and quality-of-life outcomes.
Elevating microglia TREM2 reduces amyloid seeding and suppresses disease-associated microglia
Zhao, Na , Qiao, Wenhui , Li, Fuyao , Ren, Yingxue , Zheng, Jiaying , Martens, Yuka A. , Wang, Xusheng , Li, Ling , Liu, Chia‐Chen , Chen, Kai , Zhu, Yiyang , Ikezu, Tadafumi C. , Li, Zonghua , Meneses, Axel , Jin, Yunjung , Chen, Yixing , Sonustun, Berkiye , Job, Lucy , Smith, Madeleine L. , Xie, Manling , Liu, Yong , Umpierre, Anthony D. , Haruwaka, Koichiro , Quicksall, Zachary , Störz, Peter , Asmann, Yan W. , Wu, Long‐Jun , Bu, Guojun , Meneses, Axel D , Knight, Joshua A , Chen, Yixing , Bastea, Ligia , Linares, Cynthia , Sonustun, Berkiye , Job, Lucy , Smith, Madeleine L , Xie, Manling , Liu, Yong U , Umpierre, Anthony D , Haruwaka, Koichiro , Quicksall, Zachary S , Storz, Peter , Asmann, Yan W , Wu, Long-Jun , Bu, Guojun , Liu, Chia-Chen , Zhao, Na , Li, Fuyao , Zheng, Jiaying , Knight, Joshua A. , Bastea, Ligia I.

Journal of Experimental Medicine | September 15, 2022 | Volume: 219 | Issue: 12 | Pages: No page available

10.1084/jem.20212479 | PMID 36107206 Get It

TREM2 is exclusively expressed by microglia in the brain and is strongly linked to the risk for Alzheimer’s disease (AD). As microglial responses modulated by TREM2 are central to AD pathogenesis, enhancing TREM2 signaling has been explored as an AD therapeutic strategy. However, the effective therapeutic window targeting TREM2 is unclear. Here, by using microglia-specific inducible mouse models overexpressing human wild-type TREM2 (TREM2-WT) or R47H risk variant (TREM2-R47H), we show that TREM2-WT expression reduces amyloid deposition and neuritic dystrophy only during the early amyloid seeding stage, whereas TREM2-R47H exacerbates amyloid burden during the middle amyloid rapid growth stage. Single-cell RNA sequencing reveals suppressed disease-associated microglia (DAM) signature and reduced DAM population upon TREM2-WT expression in the early stage, whereas upregulated antigen presentation pathway is detected with TREM2-R47H expression in the middle stage. Together, our findings highlight the dynamic effects of TREM2 in modulating AD pathogenesis and emphasize the beneficial effect of enhancing TREM2 function in the early stage of AD development.