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PloS One 2024Emulation of the "target trial" (TT), a hypothetical pragmatic randomized controlled trial (RCT), using observational data can be used to mitigate issues commonly...
Designing target trials using electronic health records: A case study of second-line disease-modifying anti-rheumatic drugs and cardiovascular disease outcomes in patients with rheumatoid arthritis.
BACKGROUND
Emulation of the "target trial" (TT), a hypothetical pragmatic randomized controlled trial (RCT), using observational data can be used to mitigate issues commonly encountered in comparative effectiveness research (CER) when randomized trials are not logistically, ethically, or financially feasible. However, cardiovascular (CV) health research has been slow to adopt TT emulation. Here, we demonstrate the design and analysis of a TT emulation using electronic health records to study the comparative effectiveness of the addition of a disease-modifying anti-rheumatic drug (DMARD) to a regimen of methotrexate on CV events among rheumatoid arthritis (RA) patients.
METHODS
We used data from an electronic medical records-based cohort of RA patients from Northwestern Medicine to emulate the TT. Follow-up began 3 months after initial prescription of MTX (2000-2020) and included all available follow-up through June 30, 2020. Weighted pooled logistic regression was used to estimate differences in CVD risk and survival. Cloning was used to handle immortal time bias and weights to improve baseline and time-varying covariate imbalance.
RESULTS
We identified 659 eligible people with RA with average follow-up of 46 months and 31 MACE events. The month 24 adjusted risk difference for MACE comparing initiation vs non-initiation of a DMARD was -1.47% (95% confidence interval [CI]: -4.74, 1.95%), and the marginal hazard ratio (HR) was 0.72 (95% CI: 0.71, 1.23). In analyses subject to immortal time bias, the HR was 0.62 (95% CI: 0.29-1.44).
CONCLUSION
In this sample, we did not observe evidence of differences in risk of MACE, a finding that is compatible with previously published meta-analyses of RCTs. Thoughtful application of the TT framework provides opportunities to conduct CER in observational data. Benchmarking results of observational analyses to previously published RCTs can lend credibility to interpretation.
Topics: Humans; Arthritis, Rheumatoid; Antirheumatic Agents; Electronic Health Records; Cardiovascular Diseases; Female; Male; Middle Aged; Methotrexate; Aged; Treatment Outcome; Randomized Controlled Trials as Topic; Comparative Effectiveness Research; Adult
PubMed: 38875273
DOI: 10.1371/journal.pone.0305467 -
PloS One 2024Anti-vascular endothelial growth factor (VEGF) monoclonal antibodies (mAbs) are widely used for tumor treatment, including metastatic colorectal cancer (mCRC). So far,...
BACKGROUND
Anti-vascular endothelial growth factor (VEGF) monoclonal antibodies (mAbs) are widely used for tumor treatment, including metastatic colorectal cancer (mCRC). So far, there are no biomarkers that reliably predict resistance to anti-VEGF mAbs like bevacizumab. A biomarker-guided strategy for early and accurate assessment of resistance could avoid the use of non-effective treatment and improve patient outcomes. We hypothesized that repeated analysis of multiple cytokines and angiogenic growth factors (CAFs) before and during treatment using machine learning could provide an accurate and earlier, i.e., 100 days before conventional radiologic staging, prediction of resistance to first-line mCRC treatment with FOLFOX plus bevacizumab.
PATIENTS AND METHODS
15 German and Austrian centers prospectively recruited 50 mCRC patients receiving FOLFOX plus bevacizumab as first-line treatment. Plasma samples were collected every two weeks until radiologic progression (RECIST 1.1) as determined by CT scans performed every 2 months. 102 pre-selected CAFs were centrally analyzed using a cytokine multiplex assay (Luminex, Myriad RBM).
RESULTS
Using random forests, we developed a predictive machine learning model that discriminated between the situations of "no progress within 100 days before radiological progress" and "progress within 100 days before radiological progress". We could further identify a combination of ten out of the 102 CAF markers, which fulfilled this task with 78.2% accuracy, 71.8% sensitivity, and 82.5% specificity.
CONCLUSIONS
We identified a CAF marker combination that indicates treatment resistance to FOLFOX plus bevacizumab in patients with mCRC within 100 days prior to radiologic progress.
Topics: Humans; Colorectal Neoplasms; Bevacizumab; Leucovorin; Antineoplastic Combined Chemotherapy Protocols; Female; Organoplatinum Compounds; Male; Fluorouracil; Middle Aged; Aged; Drug Resistance, Neoplasm; Prospective Studies; Adult; Neoplasm Metastasis; Biomarkers, Tumor
PubMed: 38875244
DOI: 10.1371/journal.pone.0304324 -
Genome Biology and Evolution Jun 2024Aposematic organisms rely on their conspicuous appearance to signal that they are defended and unpalatable. Such phenotypes are strongly tied to survival and...
Aposematic organisms rely on their conspicuous appearance to signal that they are defended and unpalatable. Such phenotypes are strongly tied to survival and reproduction. Aposematic colors and patterns are highly variable; however, the genetic, biochemical and physiological mechanisms producing this conspicuous coloration remain largely unidentified. Here, we identify genes potentially affecting color variation in two color morphs of Ranitomeya imitator: the orange-banded Sauce and the redheaded Varadero morphs. We examine gene expression in black and orange skin patches from the Sauce morph and black and red skin patches from the Varadero morph. We identified genes differentially expressed between skin color patches, including those that are involved in melanin synthesis (e.g., mlana, pmel, tyrp1), iridophore development (e.g., paics, ppat, ak1), pteridine synthesis (e.g., gch1, recql4, xdh), and carotenoid metabolism (e.g., dgat2, rbp1, scarb2). In addition, using weighted gene network analysis, we identified the top 50 genes with high connectivity from the most significant network associated with gene expression differences between color morphs. Of these 50 genes, 14 were known to be related to color production (gch1, gmps, gpr143, impdh1, mc1r, pax3-a, pax7, ppat, rab27a, rlbp1, tfec, trpm1, xdh).
PubMed: 38874406
DOI: 10.1093/gbe/evae123 -
Frontiers in Immunology 2024The intricate immune mechanisms governing mucosal healing following intestinal damage induced by cytotoxic drugs remain poorly understood. The goal of this study was to...
The intricate immune mechanisms governing mucosal healing following intestinal damage induced by cytotoxic drugs remain poorly understood. The goal of this study was to investigate the role of lymphotoxin beta receptor (LTβR) signaling in chemotherapy-induced intestinal damage. LTβR deficient mice exhibited heightened body weight loss, exacerbated intestinal pathology, increased proinflammatory cytokine expression, reduced IL-22 expression, and proliferation of intestinal epithelial cells following methotrexate (MTX) treatment. Furthermore, LTβRIL-22 mice succumbed to MTX treatment, suggesting that LTβR- and IL-22- dependent pathways jointly promote mucosal repair. Although both LTβR ligands LIGHT and LTβ were upregulated in the intestine early after MTX treatment, LIGHT mice, but not LTβ mice, displayed exacerbated disease. Further, we revealed the critical role of T cells in mucosal repair as T cell-deficient mice failed to upregulate intestinal LIGHT expression and exhibited increased body weight loss and intestinal pathology. Analysis of mice with conditional inactivation of LTβR revealed that LTβR signaling in intestinal epithelial cells, but not in Lgr5 intestinal stem cells, macrophages or dendritic cells was critical for mucosal repair. Furthermore, inactivation of the non-canonical NF-kB pathway member RelB in intestinal epithelial cells promoted MTX-induced disease. Based on these results, we propose a model wherein LIGHT produced by T cells activates LTβR-RelB signaling in intestinal epithelial cells to facilitate mucosal repair following chemotherapy treatment.
Topics: Animals; Intestinal Mucosa; Lymphotoxin beta Receptor; Signal Transduction; Mice; Mice, Knockout; Transcription Factor RelB; Methotrexate; Epithelial Cells; Mice, Inbred C57BL; Interleukin-22; Interleukins
PubMed: 38873613
DOI: 10.3389/fimmu.2024.1388496 -
Scientific Reports Jun 2024Low-grade chronic inflammation is associated with many age-related conditions. Non-invasive methods to monitor low-grade chronic inflammation may improve the management...
Low-grade chronic inflammation is associated with many age-related conditions. Non-invasive methods to monitor low-grade chronic inflammation may improve the management of older people at risk of poorer outcomes. This longitudinal cohort study has determined baseline inflammation using neopterin volatility in monthly urine samples of 45 independent older adults (aged 65-75 years). Measurement of neopterin, an inflammatory metabolite, enabled stratification of individuals into risk categories based on how often in a 12-month period their neopterin level was raised. Hearing was measured (pure-tone audiometry) at baseline, 1 year and 3 years of the study. Results show that those in the highest risk category (neopterin raised greater than 50% of the time) saw greater deterioration, particularly in high-frequency, hearing. A one-way Welch's ANOVA showed a significant difference between the risk categories for change in high-frequency hearing (W (3, 19.6) = 9.164, p = 0.0005). Despite the study size and duration individuals in the highest risk category were more than twice as likely to have an additional age-related morbidity than those in the lowest risk category. We conclude that volatility of neopterin in urine may enable stratification of those at greatest risk of progression of hearing loss.
Topics: Humans; Neopterin; Aged; Male; Female; Longitudinal Studies; Hearing Loss; Audiometry, Pure-Tone; Biomarkers; Auditory Threshold; Inflammation
PubMed: 38871776
DOI: 10.1038/s41598-024-64648-7 -
Journal of Cellular and Molecular... Jun 2024Chemotherapy resistance remains a significant challenge in treating ovarian cancer effectively. This study addresses this issue by utilizing a dual drug-loaded...
Chemotherapy resistance remains a significant challenge in treating ovarian cancer effectively. This study addresses this issue by utilizing a dual drug-loaded nanomicelle system comprising albendazole (ABZ) and paclitaxel (PTX), encapsulated in a novel carrier matrix of D-tocopheryl polyethylene glycol 1000 succinate vitamin E (TPGS), soluplus and folic acid. Our objective was to develop and optimize this nanoparticulate delivery system using solvent evaporation techniques to enhance the therapeutic efficacy against ovarian cancer. The formulation process involved pre-formulation, formulation, optimization, and comprehensive characterization of the micelles. Optimization was conducted through a 32 factorial design, focusing on the effects of polymer ratios on particle size, zeta potential, polydispersity index (PDI) and entrapment efficiency (%EE). The optimal formulation demonstrated improved dilution stability, as indicated by a critical micelle concentration (CMC) of 0.0015 mg/mL for the TPGS-folic acid conjugate (TPGS-FOL). Extensive characterization included differential scanning calorimetry (DSC), nuclear magnetic resonance (NMR), and Fourier-transform infrared spectroscopy (FTIR). The release profile exhibited an initial burst followed by sustained release over 90 h. The cytotoxic potential of the formulated micelles was superior to that of the drugs alone, as assessed by MTT assays on SKOV3 ovarian cell lines. Additionally, in vivo studies confirmed the presence of both drugs in plasma and tumour tissues, suggesting effective targeting and penetration. In conclusion, the developed TPGS-Fol-based nanomicelles for co-delivering ABZ and PTX show promising results in overcoming drug resistance, enhancing solubility, sustaining drug release, and improving therapeutic outcomes in ovarian cancer treatment.
Topics: Female; Paclitaxel; Micelles; Albendazole; Ovarian Neoplasms; Humans; Animals; Cell Line, Tumor; Drug Carriers; Polyethylene Glycols; Vitamin E; Folic Acid; Mice; Drug Liberation; Particle Size; Polyvinyls; Polymers; Xenograft Model Antitumor Assays
PubMed: 38864691
DOI: 10.1111/jcmm.18389 -
Journal of Obstetrics and Gynaecology :... Dec 2024The pre-treatment characteristics of the patient and ectopic pregnancy to determine the patients who are likely to successfully respond to methotrexate (MTX) therapy...
BACKGROUND
The pre-treatment characteristics of the patient and ectopic pregnancy to determine the patients who are likely to successfully respond to methotrexate (MTX) therapy remain controversial. This study investigated the outcomes of ectopic pregnancy after one and two MTX doses and their independent predictors.
METHODS
Retrospective cross-sectional study of women who consented to MTX treatment in 2017-2018 at our institution ( = 317). Of these, patients with Caesarean scar pregnancies were excluded because they require different treatment protocols ( = 25). All patients were treated according to our institution's protocol based on international guidelines and standardised across the three hospitals included in the current study. We retrieved patients' demographics, laboratory, ultrasonography, and clinical characteristics from our hospital database. Serum β-human chorionic gonadotropin (β-hCG) was measured using electrochemiluminescence immunoassay; ectopic pregnancy was diagnosed using ultrasonography (transvaginal probe).
RESULTS
Two ninety-two patients were included in the current analysis. Age, pre-treatment β-hCG levels, sonographic presence of yolk sac, presence of foetal cardiac activity, and pelvic pain were significantly different between patients with successful and unsuccessful outcomes. Younger age (adjusted odds ratio [aOR] 2.33, 95% confidence interval (CI) 1.16-4.66, = .017), no pelvic pain (aOR 2.65, 95%CI 1.03-6.83, = .043), lower initial β-hCG level (aOR 1.32, 95%CI 1.08-1.59, = .005), and absence of foetal cardiac activity (aOR 12.63; 95% CI 1.04-153.6; = .047) were independently associated with success. Treatment failure odds were >2 folds higher for each 10-year age increase ( = .017), 32% higher for each 1000 IU/L increase in initial β-hCG level ( = .005), and >2 folds higher in presence of pelvic pain ( = .043).
CONCLUSIONS
MTX is effective in most patients, averting invasive surgery, which might affect fertility. Pre-treatment β-hCG levels, age, pelvic pain, and foetal cardiac activity was independently associated with outcomes. Research should assess the relationship between the ectopic pregnancy size and treatment outcomes and refine β-hCG titres where treatment would be ineffective.
Topics: Humans; Female; Methotrexate; Pregnancy; Adult; Retrospective Studies; Cross-Sectional Studies; Abortifacient Agents, Nonsteroidal; Chorionic Gonadotropin, beta Subunit, Human; Pregnancy, Tubal; Treatment Outcome
PubMed: 38864434
DOI: 10.1080/01443615.2024.2361456 -
Scientific Reports Jun 2024Iron deficiency is a widespread micronutrient deficiency, impacting over 30% of the global population. Iron Folic Acid supplement is recommended for pregnant women to...
Iron deficiency is a widespread micronutrient deficiency, impacting over 30% of the global population. Iron Folic Acid supplement is recommended for pregnant women to counter iron deficiency anemia and neural tube anomalies. Although Iron Folic Acid supplementation is integral to Ethiopian antenatal care, one in four women in Ethiopia experiences anemia during pregnancy suggesting poor compliance. This study aimed to investigate compliance level and associated factors of Iron Folic Acid supplementation among pregnant women attending antenatal care in Wuchale Woreda of North Shoa Zone, Ethiopia. An institutional-based cross-sectional study was conducted among 302 pregnant women from March 20 to April 5, 2021, who were selected using a systematic random sampling technique. Data were collected through face-to-face interview, entered epi-data, and exported to Statistical Package for the Social Sciences for analysis. A multivariable logistic regression was used to identify factors associated with compliance level. All the results were presented with 95% confidence intervals. The compliance with Iron Folic Acid supplementation was 47.0%. Residing nearest to the health facility (AOR = 2.46; 95% CI 1.32, 4.57), initiating antenatal care at health center (AOR = 2.23; 95% CI 1.17, 4.51), having a family size of 4 and above (AOR = 4.99; 95% CI 2.43, 10.24), and receiving information from health extension workers (AOR = 5.52; 95% CI 1.30, 23.54) increased compliance with Iron Folic Acid supplementation. Less than half of the pregnant women were compliant with Iron Folic Acid utilization. There is a need to prioritize promoting the importance of Iron Folic Acid supplementation through health education particularly by targeting pregnant women with identified factors.
Topics: Humans; Female; Folic Acid; Pregnancy; Ethiopia; Adult; Dietary Supplements; Cross-Sectional Studies; Iron; Prenatal Care; Anemia, Iron-Deficiency; Young Adult; Adolescent; Pregnant Women; Patient Compliance
PubMed: 38862566
DOI: 10.1038/s41598-024-63111-x -
BMJ Open Jun 2024This systematic review and meta-analysis aimed to comprehensively assess the impact of weekly iron-folic acid supplementation (WIFAS) on the nutrition, health and... (Meta-Analysis)
Meta-Analysis
Weekly iron-folic acid supplementation and its impact on children and adolescents iron status, mental health and school performance: a systematic review and meta-analysis in sub-Saharan Africa.
OBJECTIVE
This systematic review and meta-analysis aimed to comprehensively assess the impact of weekly iron-folic acid supplementation (WIFAS) on the nutrition, health and educational outcomes of children and adolescents in sub-Saharan Africa.
DESIGN
A systematic review and meta-analysis was used.
DATA SOURCES
Five databases, namely, MEDLINE, Scopus, Web of Science, Cochrane Library and Google Scholar, were systematically searched for relevant articles up to 23 August 2023.
ELIGIBILITY CRITERIA
It was focused on randomised controlled trials involving children and adolescents in sub-Saharan Africa, exploring the effects of iron supplementation on various outcomes, such as serum ferritin and haemoglobin levels, anaemia, mental health and school performance.
DATA EXTRACTION AND SYNTHESIS
The Joanna Briggs Institute Critical Appraisal tools were used for quality assessment, with two independent reviewers thoroughly evaluating each paper. Using the Cochrane risk of bias tool, we evaluated the certainty of evidence such as the risk of bias, inconsistency, indirectness, imprecision and publication bias.
RESULTS
A systematic review of 10 articles revealed that WIFAS significantly increased serum ferritin levels in adolescent girls (Hedge's g=0.53, 95% CI 0.28 to 0.78; heterogeneity I=41.21%, p<0.001) and haemoglobin levels in school-aged children (Hedge's g=0.37, 95% CI 0.01 to 0.73; heterogeneity I=91.62%, p<0.001). The analysis further demonstrated a substantial reduction in the risk of anaemia by 20% (risk ratio=0.8, 95% CI 0.69 to 0.93; heterogeneity I=28.12%, p<0.001).
CONCLUSION
WIFAS proved effective in enhancing serum ferritin and haemoglobin concentrations and lowering the risk of anaemia in school-aged children and adolescents compared with a placebo. Similarly, there are not enough studies to examine the effects of WIFAS on school performance. However, information regarding mental health problems, mortality and potential side effects remains insufficient.
PROSPERO REGISTRATION NUMBER
CRD42023397898.
Topics: Humans; Child; Adolescent; Dietary Supplements; Africa South of the Sahara; Mental Health; Iron; Folic Acid; Ferritins; Anemia, Iron-Deficiency; Hemoglobins; Randomized Controlled Trials as Topic; Female; Nutritional Status
PubMed: 38862227
DOI: 10.1136/bmjopen-2024-084033 -
Biomedical Engineering Online Jun 2024Metastasis is one of the main factors leading to the high mortality rate of gastric cancer. The current monitoring methods are not able to accurately monitor gastric...
BACKGROUND
Metastasis is one of the main factors leading to the high mortality rate of gastric cancer. The current monitoring methods are not able to accurately monitor gastric cancer metastasis.
METHODS
In this paper, we constructed a new type of hollow nanocomposites, @HMSN-Cy7.5-FA, which had a size distribution of approximately 100 nm and showed good stability in different liquid environments. The in vitro magnetic resonance imaging (MRI) results show that the nanocomposite has good response effects to the acidic microenvironment of tumors. The acidic environment can significantly enhance the contrast of -weighted MRI. The cellular uptake and endocytosis results show that the nanocomposite has good targeting capabilities and exhibits good biosafety, both in vivo and in vitro. In a gastric cancer nude mouse orthotopic metastatic tumor model, with bioluminescence imaging's tumor location information, we realized in vivo MRI/fluorescence imaging (FLI) guided precise monitoring of the gastric cancer orthotopic and metastatic tumors with this nanocomposite.
RESULTS
This report demonstrates that @HMSN-Cy7.5-FA nanocomposites is a promising nano-diagnostic platform for the precision diagnosis and therapy of gastric cancer metastasis in the future.
CONCLUSIONS
In vivo MRI/FLI imaging results show that the nanocomposites can achieve accurate monitoring of gastric cancer tumors in situ and metastases. BLI's tumor location information further supports the good accuracy of MRI/FLI dual-modality imaging. The above results show that the MHCF NPs can serve as a good nano-diagnostic platform for precise in vivo monitoring of tumor metastasis. This nanocomposite provides more possibilities for the diagnosis and therapy of gastric cancer metastases.
Topics: Stomach Neoplasms; Animals; Nanocomposites; Magnetic Resonance Imaging; Mice; Cell Line, Tumor; Neoplasm Metastasis; Humans; Folic Acid; Manganese Compounds; Optical Imaging; Mice, Nude; Oxides
PubMed: 38858706
DOI: 10.1186/s12938-024-01248-6