Incidence of Hospitalization-Associated Disability in Older Patients With Heart Failure.

BACKGROUND: This study determined the incidence of hospitalization-associated disability (HAD) and its characteristics in older patients with heart failure in Japan.Methods and Results: Ninety-six institutions participated in this nationwide multicenter registry study (J-Proof HF). From December 2020 to March 2022, consecutive heart failure patients aged ≥65 years who were prescribed physical rehabilitation during hospitalization were enrolled. Of the 9,403 patients enrolled (median age 83.0 years, 50.9% male), 3,488 (37.1%) had HAD. Compared with the non-HAD group, the HAD group was older and had higher rates of hypertension, chronic kidney disease, and cerebrovascular disease comorbidity. The HAD group also had a significantly lower Barthel Index score and a significantly higher Kihon checklist score before admission. Of the 9,403 patients, 2,158 (23.0%) had a preadmission Barthel Index score of <85 points. Binomial logistic analysis revealed that age and preadmission Kihon checklist score were associated with HAD in patients with a preadmission Barthel Index score of ≥85, compared with New York Heart Association functional classification and preadmission cognitive decline in those with a Barthel Index score <85. CONCLUSIONS: This nationwide registry survey found that 37.1% of older patients with HF had HAD and that these patients are indicated for convalescent rehabilitation. Further widespread implementation of rehabilitation for older patients with heart failure is expected in Japan.

Enhancing exercise tolerance in interstitial lung disease with high-flow nasal cannula oxygen therapy: A randomized crossover trial.

BACKGROUND AND OBJECTIVE: Interstitial lung disease (ILD) is characterized by dyspnoea on exertion and exercise-induced hypoxaemia. High-flow nasal cannula (HFNC) therapy reduces the respiratory workload through higher gas flow and oxygen supplementation, which may affect exercise tolerance. This study aimed to examine the effects of oxygen and gas flow rates through HFNC therapy on exercise tolerance in ILD patients. METHODS: We conducted three-treatment crossover study. All ILD patients performed the exercises on room air (ROOM AIR setting: flow, 0 L/min; fraction of inspired oxygen [FiO2], 0.21), HFNC (FLOW setting: flow 40 L/min, FiO2 0.21), and HFNC with oxygen supplementation (FLOW + OXYGEN setting: flow 40 L/min, FiO2 0.6). The primary endpoint was the endurance time, measured using constant-load cycle ergometry exercise testing at a peak work rate of 80%. RESULTS: Twenty-five participants (10 men, 71.2 ± 6.7 years) were enrolled. The increase in exercise duration between the ROOM AIR and FLOW was 46.3 s (95% CI, -6.1 to 98.7; p = 0.083), and the FLOW and FLOW + OXYGEN was 91.5 s (39.1-143.9; p < 0.001). The percutaneous oxygen saturation (SpO2) at rest was significantly higher with the FLOW + OXYGEN setting than with the ROOM AIR and FLOW settings, and the difference persisted during exercise. At equivalent time points during exercise, the SpO2 with the FLOW setting was significantly higher than that with the ROOM AIR setting. CONCLUSION: Oxygen supplementation in HFNC therapy improved exercise tolerance and SpO2. We found that gas flow alone did not improve exercise tolerance, but improved SpO2 during exercise.

AMIGO2 is involved in the spread of peritoneal metastasis in serous ovarian cancer via promoting adhesion to the peritoneal mesothelial cells.

BACKGROUND: Amphoterin-induced gene and open reading frame 2 (AMIGO2) have been reported to be related to the prognosis of colorectal, gastric, and cervical cancer. However, their association with ovarian cancer remains unclear. This study aimed to elucidate the role of AMIGO2 in ovarian cancer. METHODS: AMIGO2 expression was evaluated using immunohistochemistry in patients with ovarian serous carcinoma. We validated in vitro studies using four serous ovarian cancer cell lines and in vivo studies using a murine model. RESULTS: The AMIGO2-high group had significantly shorter progression-free survival (PFS) than the AMIGO2-low group. The predictive index of the AMIGO2-high group was considerably higher than that of the AMIGO2-low group. The rate of complete cytoreductive surgery was lower in the AMIGO2-high group than in the AMIGO2-low group. Moreover, in vitro studies revealed that four serous ovarian cancer cell lines exhibited AMIGO2 expression and adhesion to mesothelial cells. Adhesion to mesothelial cells was attenuated by AMIGO2 knockdown in SKOV3 and SHIN3 cells. Furthermore, AMIGO2 downregulation in SKOV3 cells significantly suppressed peritoneal dissemination in the murine model. CONCLUSION: These results suggest that high AMIGO2 expression in serous ovarian carcinoma cells contributes to a poor prognosis by promoting peritoneal metastasis through enhanced cell adhesion to mesothelial cells.

Dysphagia Rehabilitation in Dysphagic Patients with Acute or Critical Illness: A Systematic Review and Meta-Analysis.

Dysphagia or swallowing dysfunction is common in patients with acute or critical illness, and diverse methods of dysphagia rehabilitation are provided worldwide. We aimed to examine the efficacy of rehabilitation to treat dysphagia in patients with acute or critical illness. We searched PubMed, ICHUSHI, and Cochrane Central Register of Controlled Trials databases from inception to November 22, 2023 for relevant randomized controlled trials. We focused on dysphagic patients with acute or critical illness who were not orotracheally intubated. Our target intervention included conventional rehabilitation and nerve stimulation/neuromodulation techniques as dysphagia rehabilitation. Comparators were conventional or standard care or no dysphagia interventions. Primary outcomes included mortality, incidence of pneumonia during the study period, and health-related quality of life (HRQoL) scores within 90 days of hospital discharge. We pooled the data using a random-effects model, and classified the certainty of evidence based on the Grading of Recommendations, Assessment, Development, and Evaluation system. Nineteen randomized controlled trials involving 1,096 participants were included. Dysphagia rehabilitation was associated with a reduced incidence of pneumonia (risk ratio [RR], 0.66; 95% confidence interval [CI], 0.54-0.81; moderate certainty), but not with reduced mortality (RR, 0.92; 95% CI, 0.61-1.39; very low certainty) or improved HRQoL scores (mean difference, -0.20; 95% CI, -20.34 to 19.94; very low certainty). Based on the available moderate- or very low- quality evidence, while dysphagia rehabilitation had no impact on mortality or HRQoL, they might reduce the incidence of pneumonia in dysphagic patients with acute or critical illness.

Instruments to assess post-intensive care syndrome assessment: a scoping review and modified Delphi method study.

BACKGROUND: The assessment of post-intensive care syndrome (PICS) is challenging due to the numerous types of instruments. We herein attempted to identify and propose recommendations for instruments to assess PICS in intensive care unit (ICU) survivors. METHODS: We conducted a scoping review to identify PICS follow-up studies at and after hospital discharge between 2014 and 2022. Assessment instruments used more than two times were included in the modified Delphi consensus process. A modified Delphi meeting was conducted three times by the PICS committee of the Japanese Society of Intensive Care Medicine, and each score was rated as not important (score: 1-3), important, but not critical (4-6), and critical (7-9). We included instruments with ≥ 70% of respondents rating critical and ≤ 15% of respondents rating not important. RESULTS: In total, 6972 records were identified in this scoping review, and 754 studies were included in the analysis. After data extraction, 107 PICS assessment instruments were identified. The modified Delphi meeting reached 20 PICS assessment instrument recommendations: (1) in the physical domain: the 6-min walk test, MRC score, and grip strength, (2) in cognition: MoCA, MMSE, and SMQ, (3) in mental health: HADS, IES-R, and PHQ-9, (4) in the activities of daily living: the Barthel Index, IADL, and FIM, (5) in quality of life: SF-36, SF-12, EQ-5D-5L, 3L, and VAS (6), in sleep and pain: PSQI and Brief Pain Inventory, respectively, and (7) in the PICS-family domain: SF-36, HADS, and IES-R. CONCLUSION: Based on a scoping review and the modified Delphi method, 20 PICS assessment instruments are recommended to assess physical, cognitive, mental health, activities of daily living, quality of life, sleep, and pain in ICU survivors and their families.

The learning curve of introduced robotic-assisted hysterectomy versus skilled laparoscopic hysterectomy for benign gynecologic diseases.

AIM: This study aimed to compare introduced robotic-assisted hysterectomy (RAH) and skilled total laparoscopic hysterectomy (TLH) for the treatment of benign gynecological diseases. METHODS: Patients who underwent RAH or TLH by two surgeons at the Tottori University Hospital between January 2018 and May 2022 were included in this retrospective study. Inclusion criteria were patients with 100-300 g of uterine weight. The exclusion criteria were patients with stage IV endometriosis. Mean operative time and learning curve were compared among the first-half RAH, second-half RAH, and TLH groups. RESULTS: There were 40 eligible cases (first-half RAH: 20 cases, second-half RAH: 20 cases) in the RAH group and 44 cases in the TLH group. The total operative time (TOT) of the second half of RAH was significantly shorter than that of the first half of RAH (p = 0.021) and was comparable to that of the TLH group. The operative time (OT) of the second half of RAH was shorter than that of TLH (p = 0.023). The preparation time of TLH was shorter than that of the RAH group (p < 0.01). The learning curve of the TOT in RAH crossed that of TLH on the 31st case of RAH. In contrast, both curves of the OT crossed on the 11th case of RAH. CONCLUSION: The TOT of the introduced RAH was equivalent to that of skilled TLH in approximately 30 cases since the first RAH. Furthermore, the OT of RAH was comparable to that of TLH in approximately 10 cases of surgery since the first RAH.

D-dimer level significance for deep vein thrombosis screening in the third trimester: a retrospective study.

BACKGROUND: Venous thromboembolism often develops after surgery and childbirth, resulting in death in some cases. Although early deep vein thrombosis (DVT) detection can predict pulmonary thromboembolism, there is no early screening method for DVT in pregnant women. Lack of consensus regarding significance or setting and cut-off value interpretation of D-dimer levels further impedes venous thromboembolism screening in pregnant women. This study aimed to examine the utility of third-trimester serum D-dimer levels as a screening test for DVT during pregnancy and to determine the frequency of asymptomatic DVT using lower-limb compression ultrasonography. METHODS: This single-center retrospective study included 497 pregnant women who underwent elective cesarean section at term in our hospital between January 2013 and December 2019. Serum D-dimer levels were preoperatively measured at 32-37 weeks' gestation. The presence or absence of DVT in patients with serum D-dimer levels ≥ 3.0 µg/ml, the cut-off value, was examined using compression ultrasonography. In all patients, the presence or absence of clinical venous thrombosis (symptoms such as lower-limb pain, swelling, and heat sensation) was examined within 4 postoperative weeks. The Royal College of Obstetricians and Gynecologists Guideline 2015 was referred to determine risk factors for the onset of venous thrombosis during pregnancy. Among those, we examined the risk factors for DVT that result in high D-dimer levels during pregnancy. RESULTS: The median age and body mass index were 35 (20-47) years and 21.2 (16.4-41.1) kg/m2, respectively. Further, the median gestational age and D-dimer levels were 37 weeks and 2.1 (0.2-16.0) µg/ml, respectively. Compression ultrasonography was performed on 135 (26.5%) patients with a D-dimer level ≥ 3.0 µg/ml, with none of the patients showing DVT. All patients were followed up for 4 postoperative weeks, with none presenting with venous thromboembolism. Multivariate analysis showed that hypertensive disorders of pregnancy are an independent risk factor for venous thromboembolism that causes high D-dimer levels (odds ratio: 2.48, 95% confidence interval: 1.05-6.50, P = 0.04). CONCLUSION: There may be low utility in screening for DVT using D-dimer levels in the third trimester. Further, prepartum asymptomatic DVT has a low frequency, indicating the low utility of compression ultrasonography. TRIAL REGISTRATION: Institutional Review Board of Tottori University Hospital (IRB no. 20A149 ).

A simplified procedure of nerve-sparing radical hysterectomy.

AIM: We devised a simplified nerve-sparing radical hysterectomy that is simpler than commonly used procedures. METHODS: We retrospectively examined 16 cases of classical non-nerve-sparing radical hysterectomy (non-nerve-sparing group) and 16 cases of simplified nerve-sparing radical hysterectomy (nerve-sparing group) performed between 2019 and 2020. We examined and compared the duration of surgery, blood loss, perioperative complications, postoperative urinary function (presence or absence of urinary sensation, number of days with residual urine measurement, and frequency and duration of oral sustained release urapidil capsules and self-catheterization), and short-term prognosis between the two groups. RESULTS: Compared to conventional non-nerve-sparing radical hysterectomy, the duration of surgery for nerve-sparing radical hysterectomy was significantly shorter (407 [339-555] min vs. 212 [180-356] min; p < 0.001), and blood loss was significantly less. Compared to the nerve-sparing group, the non-nerve-sparing group had more cases of oral urapidil use and a higher frequency of clean intermittent catheterization. Clean intermittent catheterization was required in two cases in the nerve-sparing group; however, it was withdrawn at 180 and 240 days. Conversely, clean intermittent catheterization was still required in three cases in the non-nerve-sparing group. There were no statistically significant differences in progression-free survival and overall survival between the two groups. CONCLUSION: The simple nerve-sparing radical hysterectomy resulted in shorter duration of surgery and less blood loss as well as in a clear improvement in the postoperative urinary status and short-term prognosis. This technique simplifies nerve-sparing radical hysterectomy, which is commonly thought to be complicated, making it easier to understand.

Effects of pretreatment radiological and pathological lymph node statuses on prognosis in patients with ovarian cancer who underwent interval debulking surgery with lymphadenectomy following neoadjuvant chemotherapy.

AIM: To analyze whether radiological and pathological lymph node statuses affected prognosis in patients with epithelial ovarian cancer who underwent neoadjuvant chemotherapy followed by interval debulking surgery. METHODS: In total, 82 patients undergoing interval debulking surgery, including systematic retroperitoneal lymphadenectomy, were eligible for this study. We retrospectively analyzed the association among radiological diagnosed retroperitoneal lymphadenopathy by computed tomographic scan before (rLN) and after (yrLN) neoadjuvant chemotherapy, pathological lymph node metastasis (pLN) and prognosis. Patient survival distribution was calculated using the Kaplan-Meier method. RESULTS: There were 36 rLN+ cases (44%); there were no significant differences between rLN+ and rLN- with respect to progression-free survival and overall survival. Progression-free survival and overall survival did not differ between yrLN+ cases and yrLN- cases. Thirty-nine cases (47.5%) were pLN+, and both progression-free survival and overall survival were significantly shorter in pLN+ cases than in pLN- cases (P < 0.001 and P = 0.004, respectively). In univariate analysis, FIGO stage, pLN and surgical completion were prognostic factors for overall survival. Moreover, in multivariate analysis, pLN+ was the independent prognostic factor for progression-free survival (P = 0.001, 95% confidence interval: 1.911-15.69), and pLN and surgical completion were the only independent prognostic factors for overall survival (P = 0.046, P = 0.012). CONCLUSION: Radiological lymph node status may not be a prognostic factor in patients with ovarian cancer who underwent neoadjuvant chemotherapy followed by interval debulking surgery. Pathological lymph node metastasis affects progression-free survival and overall survival.

Evaluating the efficacy and safety of ureteral stent placement as a preoperative procedure for gynecological cancer surgeries: A retrospective cohort study.

AIM: To evaluate the efficacy and safety of ureteral stent placement (USP) as a preoperative procedure for gynecological cancer surgeries. METHODS: This was a single-institution retrospective cohort study of 259 patients with gynecological cancer who underwent laparotomy. In 126 patients (USP+ group), a ureteral stent was inserted into the bilateral ureters after the induction of general anesthesia. The remaining 133 patients (USP- group) did not undergo USP. We compared operation time, blood loss, and frequency of laparotomy-related perioperative urinary complications between the groups. The stent was removed 5-7 days postoperatively. Patients were evaluated for signs of hydronephrosis at discharge. The Fisher's exact test was used to investigate the significance of differences in patient characteristics, and multivariate analysis was performed using a Cox proportional hazards model. A p-value of <0.05 was considered statistically significant. RESULTS: There were no significant differences in age and body mass index between the groups. Two patients in the USP- group experienced intraoperative ureteral injury. Total operation time and blood loss were significantly increased in the USP+ group. The risk of bladder tamponade and postoperative hydronephrosis was influenced by USP. USP was unaffected by a history of abdominal surgery, stage of tumor progression, lymphadenectomy type, or hysterectomy type. CONCLUSIONS: The incidence of bladder tamponade and hydronephrosis postoperatively was significantly higher in patients with USP than in those without USP.

Differential expression of estrogen receptor subtypes in ovarian high-grade serous carcinoma and clear cell carcinoma.

PURPOSE: To investigate the role of estrogen receptors (ERs) in high-grade serous carcinoma (HGSC) and clear cell carcinoma (CCC) of the ovary and evaluate ERs as prognostic biomarkers for ovarian cancer. METHODS: This study included 79 patients with HGSC (n = 38) or CCC (n = 41) treated at our institution between 2005 and 2014. Immunohistochemistry examined protein expression of ERα, ERß, and G protein-coupled estrogen receptor-1 (GPER-1); relationships between ERα, ERß, and GPER-1 with patient survival were evaluated. Additionally, cell proliferation assay and phosphokinase proteome profiling were performed. RESULTS: In HGSC patients, expression of ERα, cytoplasmic GPER-1, or nuclear GPER-1 was associated with poor progression-free survival (PFS) (P = .041, P = .010, or P = .013, respectively). Cytoplasmic GPER-1 was an independent prognostic factor for PFS in HGSC patients (HR = 2.83, 95% CI = 1.03-9.16, P = .007). ER expressions were not associated with prognosis in CCC patients. GPER-1 knockdown by siRNA reduced the cells number to 60% of siRNA-control-treated cells (P < .05), and GPER-1 antagonist, G-15 inhibited two HGSC cell lines proliferation (KF and UWB1.289) in a dose-dependent manner. Phosphoprotein array revealed that GPER-1 silencing decreased relative phosphorylation of glycogen synthase kinase-3. CONCLUSIONS: High GPER-1 expression is an independent prognostic factor for PFS in HGSC patients, and GPER-1 may play a role in HGSC cell proliferation.

Novel coiled-coil proteins regulate exocyst association with cortical microtubules in xylem cells via the conserved oligomeric golgi-complex 2 protein.

Xylem vessel cells develop secondary cell walls in distinct patterns. Cortical microtubules are rearranged into distinct patterns and regulate secondary cell wall deposition; however, it is unclear how exocytotic membrane trafficking is linked to cortical microtubules. Here, we show that the novel coiled-coil proteins vesicle tethering 1 (VETH1) and VETH2 recruit EXO70A1, an exocyst subunit essential for correct patterning of secondary cell wall deposition, to cortical microtubules via the conserved oligomeric Golgi complex (COG) 2 protein. VETH1 and VETH2 encode an uncharacterized domain of an unknown function designated DUF869, and were preferentially up-regulated in xylem cells. VETH1-green fluorescent protein (GFP) and VETH2-GFP co-localized at novel vesicle-like small compartments, which exhibited microtubule plus-end-directed and end-tracking dynamics. VETH1 and VETH2 interacted with COG2, and this interaction promoted the association between cortical microtubules and EXO70A1 These results suggest that the VETH-COG2 complex ensures the correct secondary cell wall deposition pattern by recruiting exocyst components to cortical microtubules.

Feasibility of neuromuscular electrical stimulation immediately after cardiovascular surgery.

OBJECTIVE: To determine the safety and feasibility of neuromuscular electrical stimulation (NMES) from postoperative days (PODs) 1 to 5 after cardiovascular surgery. DESIGN: Pre-post interventional study. SETTING: Surgical intensive care unit and thoracic surgical ward of a university hospital. PARTICIPANTS: Consecutive patients (N=144) who underwent cardiovascular surgery were included. Patients with peripheral arterial disease, psychiatric disease, neuromuscular disease, and dementia were excluded. Patients with severe chronic renal failure and those who required prolonged mechanical ventilation after surgery were also excluded because of the possibility of affecting the outcome of a future controlled study. INTERVENTIONS: NMES to the lower extremities was implemented from PODs 1 to 5. MAIN OUTCOME MEASURES: Feasibility outcomes included compliance, the number of the patients who had changes in systolic blood pressure (BP) >20 mmHg or an increase in heart rate >20 beats/min during NMES, and the incidence of temporary pacemaker malfunction or postoperative cardiac arrhythmias. RESULTS: Sixty-eight of 105 eligible patients participated in this study. Sixty-one (89.7%) of them completed NMES sessions. We found no patients who had excessive changes in systolic blood pressure, increased heart rate, or pacemaker malfunction during NMES. Incidence of atrial fibrillation during the study period was 26.9% (7/26) for coronary artery bypass surgery, 18.2% (4/22) for valvular surgery, and 20.0% (4/20) for combined or aortic surgery. No sustained ventricular arrhythmia or ventricular fibrillation was observed. CONCLUSIONS: The results of this study demonstrate that NMES can be safely implemented even in patients immediately after cardiovascular surgery.

Psychological aspects of rehabilitation nutrition: A position paper by the Japanese Association of Rehabilitation Nutrition (secondary publication).

Psychological aspects of rehabilitation nutrition affect physical, cognitive, and social rehabilitation nutrition. When depression is recognized, not only pharmacotherapy and psychotherapy, but also non-pharmacological therapies such as exercise, nutrition, psychosocial, and other interventions can be expected to improve depression. Therefore, accurate diagnosis and intervention without overlooking depression is important. Psychological aspects of preventive rehabilitation nutrition is also important because depression can be partially prevented by appropriate exercise and nutritional management. Even in the absence of psychological negatives, increasing more psychological positives from a positive psychology perspective can be useful for both patients and healthcare professionals. Positive rehabilitation nutrition interventions can increase more psychological positives, such as well-being, through cognitive-behavioral therapy and mindfulness on their own, as well as through interventions on environmental factors. Consequently, physical, cognitive, and social positives are also expected to be enhanced.

New surgery technique combining robotics and laparoscopy using the Hugo™ RAS system.

INTRODUCTION: Hybrid total laparoscopic hysterectomy combines conventional laparoscopic surgery and robot-assisted devices: the camera and assistant forceps are operated by a robotic device, whereas the surgeon performs laparoscopic procedures, enabling surgery with a completely fixed field of view and significantly reducing errors in forceps grasping and needle misalignment. Here, we examined whether using two arms of the Hugo™ robot-assisted surgery system, one for the camera and one for the assistant, would improve surgical accuracy compared with conventional total laparoscopic hysterectomy. MATERIALS AND SURGICAL TECHNIQUE: The surgical system reduced surgeon errors in grasping the forceps during training and stabilized forceps operation. Compared with conventional laparoscopic surgery, the use of the surgical system did not result in different operative durations. The stable surgical procedure was considered a major advantage. DISCUSSION: This new technique involving new equipment can improve surgeon training and performance. In the future, we will develop new techniques to improve surgical performance.

Outcome of robot-assisted surgery for stage IA endometrial cancer compared to open and laparoscopic surgeries: a retrospective study at a single institution.

Few studies have compared the efficacy of robot-assisted, laparoscopic, and open surgeries for endometrial cancer. When considering the position of robotic surgery in Japan, it was necessary to determine whether it was effective or not. We aimed to compare the efficacy and safety of these three types of surgeries for early-stage endometrial cancer. In total, 175 patients with endometrial cancer of preoperative stage IA, who had undergone laparotomic (n = 80), laparoscopic (n = 40), or robot-assisted (n = 55) modified radical hysterectomy at our hospital from 2010 to 2022, were included; surgical outcomes, perioperative complications, and prognoses were compared. Total operative and console times for robot-assisted surgery between patients who did or did not undergo pelvic lymphadenectomy were assessed. The robot-assisted group had the shortest total operative time. The estimated blood loss was lower in the laparoscopic and robot-assisted groups than in the laparotomy group. In advanced postoperative stage IA cases, there were no differences in progression-free and overall survival among the three groups. In the robot-assisted group, the operative time decreased as the number of operations increased; the learning curve was reached after 10 cases each of patients with and without pelvic lymphadenectomy. The frequency of perioperative complications of Clavien-Dindo classification Grade 1 or higher was the lowest in the robot-assisted group (p = 0.02). There were no complications of Clavien-Dindo classification Grade 2 or higher in the robot-assisted group. Robot-assisted surgery for stage IA endometrial cancer, a minimally invasive procedure, has fewer operative times and complications than those of laparoscopic and open surgeries in a single institution in Japan.

Physical activity in patients with non-small cell lung cancer after lung resection.

BACKGROUND: Lung resection is the standard of care for patients with clinical stage I/II non-small cell lung cancer. This surgery reduces both the duration and quality of patients' daily ambulatory activities 1 month after surgery. However, little is known about physical activity after lung resection in patients with lung cancer. To evaluate the recovery process of physical activity with pulmonary rehabilitation in patients after lung resection and examine whether physical activity is affected by age. METHODS: In this prospective, observational study, we measured and analysed participants' postoperative physical activity using a uniaxial accelerometer daily from postoperative day 1 to 30. FINDINGS: We analysed 99 patients who underwent thoracic surgery. The number of walking steps significantly increased until day 4 and then reached a plateau thereafter. The duration of exercise at <3 metabolic equivalents significantly increased until day 3, and no significant difference was observed thereafter. Exercise at >3 metabolic equivalents significantly increased until day 4 and reached a plateau thereafter. A significant correlation was observed between age and number of steps after day 4. Compared with video-assisted thoracoscopic surgery, thoracotomy significantly decreased the number of steps from day 3 to 4. INTERPRETATION: We found that the level of physical activity varied by index in patients with non-small cell lung cancer who underwent lung resection. Age and surgical procedure affect different periods with the increase in post-operative walking steps.

Differentiation of speech in Parkinson's disease and spinocerebellar degeneration using deep neural networks.

INTRODUCTION: Assessing dysarthria features in patients with neurodegenerative diseases helps diagnose underlying pathologies. Although deep neural network (DNN) techniques have been widely adopted in various audio processing tasks, few studies have tested whether DNNs can help differentiate neurodegenerative diseases using patients' speech data. This study evaluated whether a DNN model using a transformer architecture could differentiate patients with Parkinson's disease (PD) from patients with spinocerebellar degeneration (SCD) using speech data. METHODS: Speech data were obtained from 251 and 101 patients with PD and SCD, respectively, while they read a passage. We fine-tuned a pre-trained DNN model using log-mel spectrograms generated from speech data. The DNN model was trained to predict whether the input spectrogram was generated from patients with PD or SCD. We used fivefold cross-validation to evaluate the predictive performance using the area under the receiver operating characteristic curve (AUC) and accuracy, sensitivity, and specificity. RESULTS: Average ± standard deviation of the AUC, accuracy, sensitivity, and specificity of the trained model for the fivefold cross-validation were 0.93 ± 0.04, 0.87 ± 0.03, 0.83 ± 0.05, and 0.89 ± 0.05, respectively. CONCLUSION: The DNN model can differentiate speech data of patients with PD from that of patients with SCD with relatively high accuracy and AUC. The proposed method can be used as a non-invasive, easy-to-perform screening method to differentiate PD from SCD using patient speech and is expected to be applied to telemedicine.

Post-intensive care syndrome: Recent advances and future directions.

Post-intensive care syndrome comprises physical, cognitive, and mental impairments in patients treated in an intensive care unit (ICU). It occurs either during the ICU stay or following ICU discharge and is related to the patients' long-term prognosis. The same concept also applies to pediatric patients, and it can greatly affect the mental status of family members. In the 10 years since post-intensive care syndrome was first proposed, research has greatly expanded. Here, we summarize the recent evidence on post-intensive care syndrome regarding its pathophysiology, epidemiology, assessment, risk factors, prevention, and treatments. We highlight new topics, future directions, and strategies to overcome post-intensive care syndrome among people treated in an ICU. Clinical and basic research are still needed to elucidate the mechanistic insights and to discover therapeutic targets and new interventions for post-intensive care syndrome.