Therapeutic apheresis and dialysis : official peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy最新文献

{"title":"Interpretable machine learning models for the prediction of all-cause mortality and time to death in hemodialysis patients.","authors":"Minjie Chen, Youbing Zeng, Mengting Liu, Zhenghui Li, Jiazhen Wu, Xuan Tian, Yunuo Wang, Yuanwen Xu","doi":"10.1111/1744-9987.14212","DOIUrl":"https://doi.org/10.1111/1744-9987.14212","url":null,"abstract":"<p><strong>Introduction: </strong>The elevated mortality and hospitalization rates among hemodialysis (HD) patients underscore the necessity for the development of accurate predictive tools. This study developed two models for predicting all-cause mortality and time to death-one using a comprehensive database and another simpler model based on demographic and clinical data without laboratory tests.</p><p><strong>Method: </strong>A retrospective cohort study was conducted from January 2017 to June 2023. Two models were created: Model A with 85 variables and Model B with 22 variables. We assessed the models using random forest (RF), support vector machine, and logistic regression, comparing their performance via the AU-ROC. The RF regression model was used to predict time to death. To identify the most relevant factors for prediction, the Shapley value method was used.</p><p><strong>Results: </strong>Among 359 HD patients, the RF model provided the most reliable prediction. The optimized Model A showed an AU-ROC of 0.86 ± 0.07, a sensitivity of 0.86, and a specificity of 0.75 for predicting all-cause mortality. It also had an R² of 0.59 for predicting time to death. The optimized Model B had an AU-ROC of 0.80 ± 0.06, a sensitivity of 0.81, and a specificity of 0.70 for predicting all-cause mortality. In addition, it had an R² of 0.81 for predicting time to death.</p><p><strong>Conclusion: </strong>Two new interpretable clinical tools have been proposed to predict all-cause mortality and time to death in HD patients using machine learning models. The minimal and readily accessible data on which Model B is based makes it a valuable tool for integrating into clinical decision-making processes.</p>","PeriodicalId":94253,"journal":{"name":"Therapeutic apheresis and dialysis : official peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142335628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Autotaxin concentrations in peritoneal dialysis effluent reflect peritoneal function.","authors":"Keisuke Horikoshi, Norihiko Sakai, Megumi Oshima, Hiroyuki Yamauchi, Megumi Ikeda, Kaho Hayashi, Hiroyoshi Yanagisawa, Fumitaka Yamamori, Sho Kajikawa, Daiki Hayashi, Akihiko Koshino, Keisuke Sako, Takahiro Yuasa, Akira Tamai, Taichiro Minami, Shiori Nakagawa, Shinji Kitajima, Tadashi Toyama, Akinori Hara, Miho Shimizu, Satoshi Oota, Yoichi Ishida, Takashi Wada, Yasunori Iwata","doi":"10.1111/1744-9987.14211","DOIUrl":"https://doi.org/10.1111/1744-9987.14211","url":null,"abstract":"<p><strong>Introduction: </strong>Peritoneal equilibration test (PET) has been used to monitor peritoneal function. A more convenient marker would be useful in clinical situations including home medical care. Autotaxin is known to leak into the interstitium as vascular permeability increases during the progression of tissue fibrosis. Therefore, we hypothesized that autotaxin concentrations in peritoneal dialysis (PD) effluent might reflect peritoneal function.</p><p><strong>Methods: </strong>This study enrolled 45 patients undergoing PD from 2016 to 2021. Autotaxin concentrations measured in PD effluent were evaluated for their associations with markers obtained from PET.</p><p><strong>Results: </strong>Mean age was 69 years, and 33 patients were men. Univariate and multivariate analyses revealed that autotaxin concentrations are associated with dialysate/plasma creatinine ratio, end/start dialysate glucose ratio, and the dip in the dialysate sodium concentration, a marker of ultrafiltration capacity, at baseline (all p < 0.05).</p><p><strong>Conclusions: </strong>Autotaxin concentrations in PD effluent might be an adjunct marker that reflects peritoneal function.</p>","PeriodicalId":94253,"journal":{"name":"Therapeutic apheresis and dialysis : official peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142335627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"The relationship between changes in peritoneal permeability with CA-125 and HIF-1α.","authors":"Sumeyra Koyuncu, Hilal Sipahioğlu, Cigdem Karakukcu, Gökmen Zararsız, Gamze İçaçan, Nazmiye Serap Biçer, Ismail Kocyigit","doi":"10.1111/1744-9987.14206","DOIUrl":"https://doi.org/10.1111/1744-9987.14206","url":null,"abstract":"<p><strong>Background: </strong>Peritoneal fibrosis (PF) is a major, persistent complication of prolonged peritoneal dialysis that eventually leads to peritoneal ultrafiltration failure and termination of peritoneal dialysis. Prolonged exposure to high glucose concentrations, degradation products, uremic toxins, and episodes of peritonitis can cause some changes in the peritoneal membrane, resulting in intraperitoneal inflammation and PF, leading to failure of ultrafiltration and dialysis. CA-125 can be used as a biomarker of peritoneal mesothelial cell count in the peritoneal dialysate and for monitoring cell count in PD patients. Hypoxia-inducible factor 1-alpha (HIF-1α) has been reported to cause PF, but has not been reported to be associated with changes in peritoneal structure. We hypothesized that peritoneal adequacy can be followed using HIF-1α and CA-125 values. In the present study, therefore, we investigated the relationship between HIF-1α and CA-125 levels and parietal membrane permeability changes in PD patients.</p><p><strong>Methods: </strong>Forty-five patients were included in the study. Peritoneal permeability was constant in 20 of these, while peritoneal permeability increased in 11 and decreased in 14. The HIF-1α value from the blood samples of the patients and the CA-125 measurement from the peritoneal fluids were measured. The relationship between peritoneal variability and CA-125 and HIF levels after follow-up was investigated.</p><p><strong>Results: </strong>We compared serum HIF-1α and peritoneal fluid CA-125 levels in the three groups receiving peritoneal dialysis treatment. HIF-1α levels increased with peritoneal permeability changes, while CA-125 levels decreased. In patients with high to low permeability changes, HIF-1α levels were higher compared to those with stable or low to high changes, which was statistically significant. Conversely, CA-125 levels significantly decreased in patients whose peritoneal permeability changed from high to low, compared to the other two groups.</p><p><strong>Conclusion: </strong>Changes in peritoneal structure can be followed with biomarkers. It has been shown that CA-125 and HIF-1α levels can guide the changes in the peritoneal membrane. This can be useful in the monitoring of peritoneal dialysis.</p>","PeriodicalId":94253,"journal":{"name":"Therapeutic apheresis and dialysis : official peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142134881","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Serum calciprotein particle-to-phosphate ratio as a predictor of cardiovascular events in incident hemodialysis patients.","authors":"Tomoki Akiyama, Yoshitaka Iwazu, Joichi Usui, Itaru Ebihara, Takashi Ishizu, Masaki Kobayashi, Yoshitaka Maeda, Hiroaki Kobayashi, Kunihiro Yamagata, Makoto Kuro-O","doi":"10.1111/1744-9987.14203","DOIUrl":"https://doi.org/10.1111/1744-9987.14203","url":null,"abstract":"<p><strong>Introduction: </strong>Recent studies have identified increased blood calciprotein particle (CPP) levels as risk factors for vascular calcification and cardiovascular events in patients undergoing maintenance hemodialysis. Although positively correlated with serum phosphate levels, serum CPP levels vary considerably among patients with similar serum phosphate levels. We investigated the capacity of the ratio of serum CPP levels to serum phosphate levels (CPP/Pi ratio) to predict cardiovascular events in incident hemodialysis patients compared to the serum calcification propensity test (T₅₀).</p><p><strong>Methods and results: </strong>The association between the CPP/Pi ratio and major adverse cardiac and cerebrovascular events (MACCE) was investigated in 174 incident hemodialysis patients. Multivariate analysis revealed that the CPP/Pi ratio was independently associated with MACCE [hazard ratio 1.60, 95% confidence interval (1.15-2.23), p = 0.006] but serum T₅₀ levels were not.</p><p><strong>Conclusions: </strong>The CPP/Pi ratio is a useful, novel biomarker for predicting the risk of cardiovascular events in patients undergoing incident hemodialysis.</p>","PeriodicalId":94253,"journal":{"name":"Therapeutic apheresis and dialysis : official peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142127815","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Upregulation of low-density lipoprotein receptor activity in steroid-resistant nephrotic syndrome treated with low-density lipoprotein apheresis: Clinical efficacy and potential mechanism.","authors":"Hisato Shima","doi":"10.1111/1744-9987.14115","DOIUrl":"10.1111/1744-9987.14115","url":null,"abstract":"","PeriodicalId":94253,"journal":{"name":"Therapeutic apheresis and dialysis : official peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy","volume":" ","pages":"516-517"},"PeriodicalIF":0.0,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140029959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Calcimimetics treatment strategy for serum calcium and phosphate management in patients with secondary hyperparathyroidism undergoing dialysis: A systematic review and meta-analysis of randomized studies.","authors":"Kentaro Nakai, Keiji Kono, Shunsuke Yamada, Masatomo Taniguchi, Takayuki Hamano, Masafumi Fukagawa","doi":"10.1111/1744-9987.14125","DOIUrl":"10.1111/1744-9987.14125","url":null,"abstract":"<p><strong>Introduction: </strong>Several calcimimetics, other than cinacalcet, are commercially available; however, their effects on calcium and phosphate levels have not yet been fully studied. We conducted a systematic review and meta-analysis of randomized controlled trials to evaluate the impact of calcimimetics on the management of serum calcium and phosphate levels in patients with secondary hyperparathyroidism undergoing dialysis.</p><p><strong>Methods: </strong>A systematic literature search through October 2023 and a meta-analysis were conducted on the effects of upacicalcet, etelcalcetide, evocalcet, and cinacalcet on serum calcium and phosphate levels in patients with secondary hyperparathyroidism undergoing dialysis; we searched PubMed, Ovid MEDLINE, and the Cochrane Central Register of Controlled Trials, and 21 studies comprising 6371 patients undergoing dialysis were included.</p><p><strong>Results: </strong>Participants treated with calcimimetics had lower serum calcium and phosphate levels than placebo.</p><p><strong>Conclusion: </strong>Calcimimetics significantly reduced serum calcium and phosphate levels compared to placebo in patients with secondary hyperparathyroidism undergoing dialysis, independent of therapeutic strategy or concomitant vitamin D treatment.</p>","PeriodicalId":94253,"journal":{"name":"Therapeutic apheresis and dialysis : official peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy","volume":" ","pages":"557-571"},"PeriodicalIF":0.0,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140159843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"The 44th Annual Meeting of the Japanese Society for Apheresis.","authors":"Takaya Abe","doi":"10.1111/1744-9987.14119","DOIUrl":"10.1111/1744-9987.14119","url":null,"abstract":"","PeriodicalId":94253,"journal":{"name":"Therapeutic apheresis and dialysis : official peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy","volume":" ","pages":"485-488"},"PeriodicalIF":0.0,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140061707","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Successful treatment with granulocyte and monocyte adsorption apheresis for plaque-type skin lesions in patients with psoriatic arthritis.","authors":"Mariko Seishima, Hideki Hachiken, Takuma Furukawa, Junichiro Yamamoto","doi":"10.1111/1744-9987.14118","DOIUrl":"10.1111/1744-9987.14118","url":null,"abstract":"<p><strong>Introduction: </strong>Granulocyte and monocyte adsorption apheresis (GMA) is usually performed weekly for refractory skin diseases, such as generalized pustular psoriasis and psoriatic arthritis (PsA).</p><p><strong>Methods: </strong>Four patients with PsA who were refractory to previous treatments were enrolled. They received five or ten sessions of GMA. We assessed the clinical conditions of each patient and laboratory findings before and after GMA.</p><p><strong>Results: </strong>GMA was effective in plaque-type skin eruptions in all four patients with PsA. It was also effective in joint symptoms in three patients with PsA with mild symptoms, but was ineffective in one patient with severe joint symptoms.</p><p><strong>Conclusion: </strong>GMA may be recommended to PsA patients with skin eruptions and mild joint symptoms.</p>","PeriodicalId":94253,"journal":{"name":"Therapeutic apheresis and dialysis : official peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy","volume":" ","pages":"511-515"},"PeriodicalIF":0.0,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140112564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Effect of aspirin on cardiovascular events in patients undergoing hemodialysis with hyperphosphatemia: A post hoc analysis of the LANDMARK trial.","authors":"Masanori Kato, Hidetoshi Ito, Akane Yamakawa, Tatsuo Kagimura, Masafumi Fukagawa, Masahiro Yamamoto, Yoshinori Saito, Tadao Akizawa, Hiroaki Ogata","doi":"10.1111/1744-9987.14123","DOIUrl":"10.1111/1744-9987.14123","url":null,"abstract":"<p><strong>Introduction: </strong>The clinical benefits of aspirin in patients undergoing hemodialysis remain unclear.</p><p><strong>Methods: </strong>The secondary analysis of the LANDMARK trial investigated whether aspirin use was associated with cardiovascular events (CVEs) and all-cause mortality was performed. A total of 2135 patients at risk for vascular calcification were analyzed using a Cox proportional hazards model with propensity score matching.</p><p><strong>Results: </strong>The risk of CVEs was comparable between participants with aspirin use at baseline and those without at baseline, between participants with aspirin use during the study period and those without during the study period, and between participants with new aspirin prescription and those without aspirin use during the study period.</p><p><strong>Conclusion: </strong>Aspirin use was not significantly associated with a lower risk of CVEs in participants undergoing hemodialysis patients at risk of vascular calcification.</p>","PeriodicalId":94253,"journal":{"name":"Therapeutic apheresis and dialysis : official peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy","volume":" ","pages":"580-590"},"PeriodicalIF":0.0,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140112563","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Associations of vitamin D receptor activators and calcimimetics with falls and effect modifications by physical activity: A prospective cohort study on the Japan Dialysis Outcomes and Practice Patterns Study.","authors":"Miho Murashima, Ryohei Yamamoto, Eiichiro Kanda, Noriaki Kurita, Hisashi Noma, Takayuki Hamano, Masafumi Fukagawa","doi":"10.1111/1744-9987.14122","DOIUrl":"10.1111/1744-9987.14122","url":null,"abstract":"<p><strong>Introduction: </strong>This study aimed to examine the associations of vitamin D receptor activators (VDRA) and calcimimetics use with falls.</p><p><strong>Methods: </strong>This is a prospective cohort study on hemodialysis patients in the Japan Dialysis Outcomes and Practice Patterns Study. We excluded those who were unable to walk. The associations of VDRA or calcimimetics use with falls and effect modifications by physical activity were analyzed using marginal structural models.</p><p><strong>Results: </strong>In total, 1875 patients were included. VDRA and calcimimetics use was not associated with falls (risk ratio [95% CI]: 1.13 [0.84-1.51] and 1.02 [0.72-1.44]). The risk ratio for falls associated with VDRA use was lower among those with poor physical activity (p for interaction <0.1).</p><p><strong>Conclusions: </strong>Although vitamin D receptor activators and calcimimetics use was not associated with falls, the lower risk ratio for falls with vitamin D receptor activators use among those with poor physical activity suggests that vitamin D receptor activators use might be beneficial among these patients.</p>","PeriodicalId":94253,"journal":{"name":"Therapeutic apheresis and dialysis : official peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy","volume":" ","pages":"547-556"},"PeriodicalIF":0.0,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140095474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}