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Clinical Rheumatology Jun 2024This study aimed to construct a predictive model for assessing the risk of development of neuropsychiatric systemic lupus erythematosus (NPSLE) among patients with SLE...
OBJECTIVE
This study aimed to construct a predictive model for assessing the risk of development of neuropsychiatric systemic lupus erythematosus (NPSLE) among patients with SLE based on clinical, laboratory, and meteorological data.
METHODS
A total of 2232 SLE patients were included and were randomly assigned into training and validation sets. Variables such as clinical and laboratory data and local meteorological data were screened by univariate and least absolute shrinkage and selection operator (LASSO) logistic regression modelling. After 10-fold cross-validation, the predictive model was built by multivariate logistic regression, and a nomogram was constructed to visualize the risk of NPSLE. The efficacy and accuracy of the model were assessed by receiver operating characteristic (ROC) curve and calibration curve analysis. Net clinical benefit was assessed by decision curve analysis.
RESULTS
Variables that were included in the predictive model were anti-dsDNA, anti-SSA, lymphocyte count, hematocrit, erythrocyte sedimentation rate, pre-albumin, retinol binding protein, creatine kinase isoenzyme MB, Nterminal brain natriuretic peptide precursor, creatinine, indirect bilirubin, fibrinogen, hypersensitive C-reactive protein, CO, and mild contamination. The nomogram showed a broad prediction spectrum; the area under the curve (AUC) was 0.895 (0.858-0.931) for the training set and 0.849 (0.783-0.916) for the validation set.
CONCLUSION
The model exhibits good predictive performance and will confer clinical benefit in NPSLE risk calculation. Key Points • Clinical, laboratory, and meteorological data were incorporated into a predictive model for neuropsychiatric systemic lupus erythematosus (NPSLE) in SLE patients. • Anti-dsDNA, anti-SSA, LYM, HCT, ESR, hsCRP, IBIL, PA, RBP, CO, Fib, NT-proBNP, Crea, CO, and mild contamination are predictors of the development of NPSLE and may have potential for research. • The nomogram has good predictive performance and clinical value and can be used to guide clinical diagnosis and treatment.
Topics: Humans; Lupus Vasculitis, Central Nervous System; Female; Male; Adult; Nomograms; Lupus Erythematosus, Systemic; Middle Aged; ROC Curve; Logistic Models; Young Adult; Risk Factors; Risk Assessment
PubMed: 38676758
DOI: 10.1007/s10067-024-06970-z -
The Journal of Physical Chemistry... May 2024Heart tissue can experience a progressive accumulation of transthyretin (TTR), a small four subunit protein that transports holoretinol binding protein and thyroxine....
Heart tissue can experience a progressive accumulation of transthyretin (TTR), a small four subunit protein that transports holoretinol binding protein and thyroxine. This severe pathology is known as transthyretin amyloid cardiomyopathy. Numerous experimental studies indicated that the aggregation rate and toxicity of TTR fibrils could be altered by the presence of lipids; however, the role of plasmalogens in this process remains unknown. In this study, we investigate the effect of choline plasmalogens (CPs) with different lengths and saturations of fatty acids (FAs) on TTR aggregation. We found that CPs with saturated and unsaturated FAs strongly suppressed TTR aggregation. We also found that CPs with saturated FAs did not change the morphology of TTR fibrils; however, much thicker fibrillar species were formed in the presence of CPs with unsaturated FAs. Finally, we found that CPs with C16:0, C18:0, and C18:1 FAs substantially lowered the cytotoxicity of TTR fibrils that were formed in their presence.
Topics: Prealbumin; Plasmalogens; Humans; Amyloid; Protein Aggregates; Fatty Acids
PubMed: 38661515
DOI: 10.1021/acs.jpclett.4c00868 -
World Journal of Gastroenterology Apr 2024Portal hypertension (PHT), primarily induced by cirrhosis, manifests severe symptoms impacting patient survival. Although transjugular intrahepatic portosystemic shunt...
BACKGROUND
Portal hypertension (PHT), primarily induced by cirrhosis, manifests severe symptoms impacting patient survival. Although transjugular intrahepatic portosystemic shunt (TIPS) is a critical intervention for managing PHT, it carries risks like hepatic encephalopathy, thus affecting patient survival prognosis. To our knowledge, existing prognostic models for post-TIPS survival in patients with PHT fail to account for the interplay among and collective impact of various prognostic factors on outcomes. Consequently, the development of an innovative modeling approach is essential to address this limitation.
AIM
To develop and validate a Bayesian network (BN)-based survival prediction model for patients with cirrhosis-induced PHT having undergone TIPS.
METHODS
The clinical data of 393 patients with cirrhosis-induced PHT who underwent TIPS surgery at the Second Affiliated Hospital of Chongqing Medical University between January 2015 and May 2022 were retrospectively analyzed. Variables were selected using Cox and least absolute shrinkage and selection operator regression methods, and a BN-based model was established and evaluated to predict survival in patients having undergone TIPS surgery for PHT.
RESULTS
Variable selection revealed the following as key factors impacting survival: age, ascites, hypertension, indications for TIPS, postoperative portal vein pressure (post-PVP), aspartate aminotransferase, alkaline phosphatase, total bilirubin, prealbumin, the Child-Pugh grade, and the model for end-stage liver disease (MELD) score. Based on the above-mentioned variables, a BN-based 2-year survival prognostic prediction model was constructed, which identified the following factors to be directly linked to the survival time: age, ascites, indications for TIPS, concurrent hypertension, post-PVP, the Child-Pugh grade, and the MELD score. The Bayesian information criterion was 3589.04, and 10-fold cross-validation indicated an average log-likelihood loss of 5.55 with a standard deviation of 0.16. The model's accuracy, precision, recall, and F1 score were 0.90, 0.92, 0.97, and 0.95 respectively, with the area under the receiver operating characteristic curve being 0.72.
CONCLUSION
This study successfully developed a BN-based survival prediction model with good predictive capabilities. It offers valuable insights for treatment strategies and prognostic evaluations in patients having undergone TIPS surgery for PHT.
Topics: Humans; Hypertension, Portal; Bayes Theorem; Portasystemic Shunt, Transjugular Intrahepatic; Middle Aged; Female; Male; Retrospective Studies; Prognosis; Liver Cirrhosis; Treatment Outcome; Aged; Adult; Hepatic Encephalopathy; Risk Factors; Portal Pressure
PubMed: 38659484
DOI: 10.3748/wjg.v30.i13.1859 -
The American Journal of Cardiology Jun 2024
Topics: Humans; Prognosis; Prealbumin; Protein Folding; Amyloid Neuropathies, Familial; Mutation
PubMed: 38657853
DOI: 10.1016/j.amjcard.2024.04.028 -
Medicine Apr 2024The neutrophil-to-lymphocyte ratio (NLR) and C-reactive protein-to-prealbumin ratio (CPAR) are novel markers of inflammation. The CPAR is an indicator of inflammation...
The neutrophil-to-lymphocyte ratio (NLR) and C-reactive protein-to-prealbumin ratio (CPAR) are novel markers of inflammation. The CPAR is an indicator of inflammation and malnutrition. We evaluated NLR and CPAR in combination as indicators of disease severity and prognosis in hospitalized older patients with coronavirus disease 2019 (COVID-19). A total of 222 hospitalized patients with COVID-19 (aged > 60 years) were divided into non-severe and severe groups. The severe group was subdivided into the surviving and deceased subgroups. We retrospectively assessed the predictive power of NLR and CPAR in combination (NLR + CPAR) to determine the prognosis of hospitalized older patients with COVID-19. The NLR and CPAR were significantly higher in the severe group than in the non-severe group (P < .001). Furthermore, the NLR and CPAR were higher in the deceased subgroup than in the surviving subgroup (P < .001). Pearson correlation analysis showed a highly significant positive correlation between NLR and CPAR (P < .001, r = 0.530). NLR + CPAR showed an area under the curve of 0.827 and sensitivity of 83.9% in the severe group; the area under the curve was larger (0.925) and sensitivity was higher (87.1%) in the deceased subgroup. The receiver operating characteristic curve of NLR + CPAR was significantly different from the receiver operating characteristic curves of either biomarker alone (P < .001). Kaplan-Meier analysis showed that patients in the severe group with elevated NLR + CPAR had a significantly lower 90-day survival rate than patients who lacked this finding (odds ratio 7.87, P < .001). NLR + CPAR may enable early diagnosis and assessment of disease severity in hospitalized older patients with COVID-19. This may also enable the identification of high-risk older patients with COVID-19 at the time of admission.
Topics: Humans; C-Reactive Protein; COVID-19; Inflammation; Lymphocytes; Neutrophils; Prealbumin; Prognosis; Retrospective Studies; ROC Curve; Aged; Middle Aged
PubMed: 38640293
DOI: 10.1097/MD.0000000000037809 -
Clinical Laboratory Apr 2024Evaluation of biomarkers as risk factors for mortality may provide early intervention and treatment for fatal diseases. We aimed to determine the usability of...
BACKGROUND
Evaluation of biomarkers as risk factors for mortality may provide early intervention and treatment for fatal diseases. We aimed to determine the usability of inexpensive and easily measurable tests in the differentiation of critically ill patients by investigating their relationship with mortality.
METHODS
This study was executed by examining the sixth, third, and first month examinations of patients registered to the home health care services unit in 2022 before mortality due to any reason. This study was conducted by including 1,060 patients. All parameters were distributed non-parametrically. The difference between the dependent groups was evaluated with Friedman's two-way analysis of variance, and p < 0.05 was considered statistically significant.
RESULTS
When the patients' premortem one-month, three-month, and six-month results were examined, there was an increase in mean platelet volume (MPV) values over time. The neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) also increased. In these two parameters, the difference between the first and third months and between the first and sixth months was statistically significant. Given the C-Reactive Protein (CRP)/Albumin Ratio (CAR) and CRP/Prealbumin results, a significant increase was observed in both ratios. A more than four-fold increase was observed in the CAR between the premortem first and sixth month results, which increased gradually over time and was statistically significant. Conclusıons: NLR, PLR, MPV, CAR and CRP/Prealbumin values were statistically associated with mortality.
Topics: Humans; Prealbumin; Platelet Count; Blood Platelets; Lymphocytes; Biomarkers; Neutrophils; C-Reactive Protein; Retrospective Studies
PubMed: 38623656
DOI: 10.7754/Clin.Lab.2023.230811 -
Critical Reviews in Immunology 2024Pneumonia is a common infection in elderly patients. We explored the correlations of serum interleukin-6 (IL-6) and serum ferritin (SF) levels with immune...
Pneumonia is a common infection in elderly patients. We explored the correlations of serum interleukin-6 (IL-6) and serum ferritin (SF) levels with immune function/disease severity in elderly pneumonia patients. Subjects were allocated into the mild pneumonia (MP), severe pneumonia (SP), and normal groups, with their age/sex/body mass index/ disease course and severity/blood pressure/comorbidities/medications/prealbumin (PA)/albumin (ALB)/C-reactive protein (CRP)/procalcitonin (PCT)/smoking status documented. The disease severity was evaluated by pneumonia severity index (PSI). T helper 17 (Th17)/regulatory T (Treg) cell ratios and IL-6/SF/immunoglobulin G (IgG)/Th17 cytokine (IL-21)/Treg cytokine (IL-10)/PA/ALB levels were assessed. The correlations between these indexes/independent risk factors in elderly patients with severe pneumonia were evaluated. There were differences in smoking and CRP/PCT/ALB/PA levels among the three groups, but only CRP/ALB were different between the MP/SP groups. Pneumonia patients exhibited up-regulated Th17 cell ratio and serum IL-6/SF/IL-21/IL-10/IgG levels, down-regulated Treg cell ratio, and greater differences were noted in severe cases. Serum IL-6/SF levels were positively correlated with disease severity, immune function, and IL-21/IL-10/IgG levels. Collectively, serum IL-6 and SF levels in elderly pneumonia patients were conspicuously positively correlated with disease severity and IL-21/IL-10/IgG levels. CRP, ALB, IL-6 and SF levels were independent risk factors for severe pneumonia in elderly patients.
Topics: Aged; Humans; Cytokines; Ferritins; Immunoglobulin G; Interleukin-10; Interleukin-6; Risk Factors
PubMed: 38618733
DOI: 10.1615/CritRevImmunol.2024051340 -
Medicina Clinica Jun 2024Hereditary transthyretin amyloidosis (ATTRv amyloidosis) is a rare, progressive, and debilitating genetic disorder characterized by the deposition of abnormal... (Review)
Review
Hereditary transthyretin amyloidosis (ATTRv amyloidosis) is a rare, progressive, and debilitating genetic disorder characterized by the deposition of abnormal transthyretin (TTR) protein aggregates in various tissues, leading to organ dysfunction. Early diagnosis of ATTRv amyloidosis is critical for starting timely interventions and improving patient outcomes. This review explores the concepts of "how early is enough" and "how early is possible" in the context of diagnosing ATTRv amyloidosis, highlighting the challenges and opportunities for early recognition.
Topics: Humans; Early Diagnosis; Amyloid Neuropathies, Familial; Prealbumin
PubMed: 38614903
DOI: 10.1016/j.medcli.2024.02.013 -
Nutrition and Cancer 2024This study aimed to investigate the additional effects of perioperative immunonutrition (IMN) compared with preoperative immunonutrition (IMN) on anthropometric,... (Randomized Controlled Trial)
Randomized Controlled Trial
This study aimed to investigate the additional effects of perioperative immunonutrition (IMN) compared with preoperative immunonutrition (IMN) on anthropometric, nutritional, and biochemical parameters, hospital stay and postoperative complications in patients with colorectal cancer. Oral supplementation enriched with arginine, omega-3 fatty acids, and dietary nucleotides was given to 25 patients before and after the operation (Group 2); 25 patients received the same formula before surgery and standard isocaloric nutrition following the operation (Group 1). Postoperative body weight, body mass index (BMI), and middle upper arm circumference (MUAC) of Group 1 decreased more than Group 2 during follow-up ( < 0.05). The biochemical parameters, C-reactive protein (CRP), aspartate aminotransferase (AST) and fasting plasma glucose (FPG) were higher, and albumin was lower than the baseline in Group 1 compared to Group 2 ( < 0.05). There was a negative correlation between CRP and Nutrition Risk Screening (NRS) 2002 scores, and prealbumin and NRS 2002 scores had a positive correlation ( = 0.007, = 0.384; = 0.012, = 0.352). There was no difference in hospital stay and postoperative complications between the groups ( > 0.05). Perioperative immunonutrition, compared to preoperative immunonutrition, can be used as a positive and effective approach in improving some anthropometric measurements and biochemical parameters in patients undergoing colorectal cancer surgery.
Topics: Humans; Colorectal Neoplasms; Male; Female; Middle Aged; Nutritional Status; Aged; C-Reactive Protein; Postoperative Complications; Fatty Acids, Omega-3; Length of Stay; Dietary Supplements; Body Mass Index; Arginine; Blood Glucose; Aspartate Aminotransferases; Preoperative Care; Adult; Immunonutrition Diet
PubMed: 38613322
DOI: 10.1080/01635581.2024.2338607 -
International Journal of Molecular... Mar 2024Peripheral and autonomic neuropathy are common disease manifestations in systemic amyloidosis. The neurofilament light chain (NfL), a neuron-specific biomarker, is... (Review)
Review
Peripheral and autonomic neuropathy are common disease manifestations in systemic amyloidosis. The neurofilament light chain (NfL), a neuron-specific biomarker, is released into the blood and cerebrospinal fluid after neuronal damage. There is a need for an early and sensitive blood biomarker for polyneuropathy, and this systematic review provides an overview on the value of NfL in the early detection of neuropathy, central nervous system involvement, the monitoring of neuropathy progression, and treatment effects in systemic amyloidosis. A literature search in PubMed, Embase, and Web of Science was performed on 14 February 2024 for studies investigating NfL levels in patients with systemic amyloidosis and transthyretin gene-variant (v) carriers. Only studies containing original data were included. Included were thirteen full-text articles and five abstracts describing 1604 participants: 298 controls and 1306 v carriers or patients with or without polyneuropathy. Patients with polyneuropathy demonstrated higher NfL levels compared to healthy controls and asymptomatic carriers. Disease onset was marked by rising NfL levels. Following the initiation of transthyretin gene-silencer treatment, NfL levels decreased and remained stable over an extended period. NfL is not an outcome biomarker, but an early and sensitive disease-process biomarker for neuropathy in systemic amyloidosis. Therefore, NfL has the potential to be used for the early detection of neuropathy, monitoring treatment effects, and monitoring disease progression in patients with systemic amyloidosis.
Topics: Humans; Prealbumin; Intermediate Filaments; Immunoglobulin Light-chain Amyloidosis; Amyloidosis; Polyneuropathies; Biomarkers
PubMed: 38612579
DOI: 10.3390/ijms25073770