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Long-term outcomes in patients presenting with optic neuritis: Analyses of the MSBase registry
Kenney, Rachel; Liu, Mengling; Patil, Sachi; Alroughani, Raed; Ampapa, Radek; Bergamaschi, Roberto; Boz, Cavit; Butzkueven, Helmut; Gomez, Jose Cabrera; Cartechini, Elisabetta; Madueño, Sara Eichau; Ferraro, Diana; Grand-Maison, Francois; Granella, Franco; Horakova, Dana; Izquierdo Ayuso, Guillermo; Kalincik, Tomas; Lizrova Preiningerova, Jana; Lugaresi, Alessandra; Onofrj, Marco; Ozakbas, Serkan; Patti, Francesco; Sola, Patrizia; Soysal, Aysun; Spitaleri, Daniele Litterio A; Terzi, Murat; Turkoglu, Recai; van Pesch, Vincent; Saidha, Shiv; Thorpe, Lorna E; Galetta, Steven L; Balcer, Laura J; Kister, Ilya; Spelman, Tim
BACKGROUND:Short-term outcomes of optic neuritis (ON) have been well characterized. Limited data exists on longer-term visual outcomes in patients who present with ON. The large MSBase registry allows for characterization of long-term visual outcomes after ON. METHODS:Via the MSBase Registry, data on patients from 41 centers was collected during routine clinical and research visits. Physical and visual disability were measured using the expanded disability status scale (EDSS) and the visual function score (VFS). Inclusion criteria for this analysis included age ≥ 18 years, clinically isolated syndrome (CIS), ON-onset, baseline visit within 6 months of onset, and at least one follow-up visit. Survival analysis was used to evaluate the association of disease-modifying treatment with time to conversion to clinically definite MS or sustained EDSS/VFS progression. RESULTS:Data from 60,933 patients were obtained from the MSBase registry in July 2019. Of these, 1317 patients met inclusion criteria; 935 were treated at some point in disease course, while 382 were never treated. At baseline, mean age was 32.3 ± 8.8 years, 74% were female, median EDSS was 2 (IQR 1-2), and median VFS was 1 (IQR 0-2). Median follow-up time was 5.2 years (IQR 2.4-9.3). Treatment was associated with reduced risk and delayed conversion to clinically definite MS (HR = 0.70, p < 0.001), sustained EDSS progression (HR = 0.46, p < 0.0001) and sustained VFS (HR = 0.41, p < 0.001) progression. CONCLUSIONS:In the MSBase cohort, treatment after ON was associated with better visual and neurological outcomes compared to no treatment. These results support early treatment for patients presenting with ON as the first manifestation of MS.
PMID: 34537678
ISSN: 1878-5883
CID: 5012512
Factors Associated With Changes in Pregnancy Intention Among Women Who Were Mothers of Young Children in New York City Following the COVID-19 Outbreak
Kahn, Linda G; Trasande, Leonardo; Liu, Mengling; Mehta-Lee, Shilpi S; Brubaker, Sara G; Jacobson, Melanie H
Importance:Early evidence shows a decrease in the number of US births during the COVID-19 pandemic, yet few studies have examined individual-level factors associated with pregnancy intention changes, especially among diverse study populations or in areas highly affected by COVID-19 in the US. Objective:To study changes in pregnancy intention following the outbreak of the COVID-19 pandemic and identify factors possibly associated with these changes. Design, Setting, and Participants:A cross-sectional, population-based study was conducted among women who were currently pregnant or had delivered a live infant and responded to a survey emailed to 2603 women (n = 1560). Women who were mothers of young children enrolled in the prospective New York University Children's Health and Environment Study birth cohort were included; women who were not currently pregnant or recently postpartum were excluded. Exposures:Demographic, COVID-19-related, stress-related, and financial/occupational factors were assessed via a survey administered from April 20 to August 31, 2020. Main Outcomes and Measures:Pregnancy intentions before the COVID-19 pandemic and change in pregnancy intentions following the outbreak. Results:Of the 2603 women who were sent the survey, 1560 (59.9%) who were currently pregnant or had delivered a live infant responded, and 1179 women (75.6%) answered the pregnancy intention questions. Mean (SD) age was 32.2 (5.6) years. Following the outbreak, 30 of 61 (49.2%) women who had been actively trying to become pregnant had ceased trying, 71 of 191 (37.2%) women who had been planning to become pregnant were no longer planning, and 42 of 927 (4.5%) women who were neither planning nor trying were newly considering pregnancy. Among those who ceased trying, fewer than half (13 [43.3%]) thought they would resume after the pandemic. Of those pre-COVID-19 planners/triers who stopped considering or attempting pregnancy, a greater proportion had lower educational levels, although the difference was not statistically significant on multivariable analysis (odds ratio [OR], 2.14; 95% CI, 0.92-4.96). The same was true for those with higher stress levels (OR, 1.09; 95% CI, 0.99-1.20) and those with greater financial insecurity (OR, 1.37; 95% CI, 0.97-1.92. Those who stopped considering or attempting pregnancy were more likely to respond to the questionnaire during the peak of the outbreak (OR, 2.04; 95% CI, 1.01-4.11). Of those pre-COVID-19 nonplanners/nontriers who reported newly thinking about becoming pregnant, a smaller proportion responded during the peak, although the finding was not statistically significant on multivariable analysis (OR, 0.52; 95% CI, 0.26-1.03). Likewise, fewer respondents who were financially insecure reported newly considering pregnancy, although the finding was not statistically significant (OR, 0.69; 95% CI, 0.46-1.03). They were significantly less likely to be of Hispanic ethnicity (OR, 0.27; 955 CI, 0.10-0.71) and more likely to have fewer children in the home (OR, 0.62; 95% CI, 0.40-0.98) or self-report a COVID-19 diagnosis (OR, 2.70; 95% CI, 1.31-5.55). Conclusions and Relevance:In this cross-sectional study of 1179 women who were mothers of young children in New York City, increased stress and financial insecurity owing to the COVID-19 pandemic paralleled a reduction in pregnancy intention in the early months of the pandemic, potentially exacerbating long-term decreases in the fertility rate.
PMID: 34524437
ISSN: 2574-3805
CID: 5012352
Author Correction: World Trade Center-Cardiorespiratory and Vascular Dysfunction: Assessing the Phenotype and Metabolome of a Murine Particulate Matter Exposure Model
Veerappan, Arul; Oskuei, Assad; Crowley, George; Mikhail, Mena; Ostrofsky, Dean; Gironda, Zakia; Vaidyanathan, Sandhya; Wadghiri, Youssef Zaim; Liu, Mengling; Kwon, Sophia; Nolan, Anna
PMID: 34354194
ISSN: 2045-2322
CID: 5004272
Dynamic Metabolic Risk Profiling of World Trade Center-Lung Disease: A Longitudinal Cohort Study
Kwon, Sophia; Lee, Myeonggyun; Crowley, George; Schwartz, Theresa; Zeig-Owens, Rachel; Prezant, David J; Liu, Mengling; Nolan, Anna
PMID: 34473012
ISSN: 1535-4970
CID: 4995692
PEDF, a pleiotropic WTC-LI biomarker: Machine learning biomarker identification and validation
Crowley, George; Kim, James; Kwon, Sophia; Lam, Rachel; Prezant, David J; Liu, Mengling; Nolan, Anna
Biomarkers predict World Trade Center-Lung Injury (WTC-LI); however, there remains unaddressed multicollinearity in our serum cytokines, chemokines, and high-throughput platform datasets used to phenotype WTC-disease. To address this concern, we used automated, machine-learning, high-dimensional data pruning, and validated identified biomarkers. The parent cohort consisted of male, never-smoking firefighters with WTC-LI (FEV1, %Pred< lower limit of normal (LLN); n = 100) and controls (n = 127) and had their biomarkers assessed. Cases and controls (n = 15/group) underwent untargeted metabolomics, then feature selection performed on metabolites, cytokines, chemokines, and clinical data. Cytokines, chemokines, and clinical biomarkers were validated in the non-overlapping parent-cohort via binary logistic regression with 5-fold cross validation. Random forests of metabolites (n = 580), clinical biomarkers (n = 5), and previously assayed cytokines, chemokines (n = 106) identified that the top 5% of biomarkers important to class separation included pigment epithelium-derived factor (PEDF), macrophage derived chemokine (MDC), systolic blood pressure, macrophage inflammatory protein-4 (MIP-4), growth-regulated oncogene protein (GRO), monocyte chemoattractant protein-1 (MCP-1), apolipoprotein-AII (Apo-AII), cell membrane metabolites (sphingolipids, phospholipids), and branched-chain amino acids. Validated models via confounder-adjusted (age on 9/11, BMI, exposure, and pre-9/11 FEV1, %Pred) binary logistic regression had AUCROC [0.90(0.84-0.96)]. Decreased PEDF and MIP-4, and increased Apo-AII were associated with increased odds of WTC-LI. Increased GRO, MCP-1, and simultaneously decreased MDC were associated with decreased odds of WTC-LI. In conclusion, automated data pruning identified novel WTC-LI biomarkers; performance was validated in an independent cohort. One biomarker-PEDF, an antiangiogenic agent-is a novel, predictive biomarker of particulate-matter-related lung disease. Other biomarkers-GRO, MCP-1, MDC, MIP-4-reveal immune cell involvement in WTC-LI pathogenesis. Findings of our automated biomarker identification warrant further investigation into these potential pharmacotherapy targets.
PMCID:8328304
PMID: 34288906
ISSN: 1553-7358
CID: 4979682
Uptake and timing of risk-reducing salpingo-oophorectomy among patients with BRCA1/2 mutations
Smith, Maria J; Gerber, Deanna; Olsen, Anne; Khouri, Olivia R; Wang, Yuyan; Liu, Mengling; Smith, Julia; Pothuri, Bhavana
BACKGROUND:In women with BRCA mutations, risk-reducing bilateral salpingo-oophorectomy (RRSO) has been shown to decrease gynecologic cancer-specific and overall mortality. The National Comprehensive Cancer Network (NCCN) recommends that patients with BRCA mutations undergo RRSO between the ages of 35-40 years for BRCA1 mutation carriers and between the ages of 40-45 years for BRCA2 mutation carriers, or after childbearing is complete. Currently, uptake and timing of RRSO and reasons for delays in RRSO are not well understood. OBJECTIVE:We sought to evaluate uptake and timing of RRSO among women with BRCA1/2 mutations in relation to NCCN guidelines, and reasons for delays in RRSO. STUDY DESIGN/METHODS:In this retrospective chart review, we identified women with BRCA1/2 mutations who discussed RRSO with a provider between 2012 and 2021. Uptake of RRSO was documented, and patients were classified as having timely or delay in RRSO based on NCCN guidelines. For those with delay in RRSO, reasons cited for delay were collected. Comparative statistical analyses were performed to evaluate characteristics of those with timely vs delayed RRSO. A multivariable logistic regression model was used to evaluate the associations between factors related to timing of RRSO. RESULTS:We identified 638 BRCA1/2 mutation carriers seen between 2012 and 2021. Of these patients, 306 (48.0%) had undergone RRSO and 332 (52.0%) had not. When evaluating timing of RRSO, 136 (21.3%) underwent timely RRSO, 239 (37.5%) had delay in RRSO, and 263 (41.2%) had not undergone RRSO but were younger than NCCN age guidelines so were neither timely nor delayed. Patients with delay in RRSO were significantly older at the time of genetic testing compared to those with timely RRSO (mean 49.8 vs 36.3 years; p < 0.001). Of the 306 patients who underwent RRSO, those with delayed RRSO had a significantly shorter interval between BRCA identification and RRSO compared to those with timely RRSO (median 8.7 vs 17.6 months; p < 0.001). Patients with delay in RRSO were more likely to have a personal history of cancer than those with timely RRSO (49.8% vs 37.5%; p=0.028). Of the 239 women with delay in RRSO, reasons included: 188 (78.7%) for delayed BRCA mutation identification; 29 (12.1%) for menopausal concerns; 17 (7.1%) for ongoing cancer treatment; 12 (5.0%) for coordination with breast surgery; 20 (8.4%) for miscellaneous reasons; and 19 (7.9%) with no reasons documented. In the multivariate model, older age at BRCA diagnosis (OR 0.73; 95%CI [0.68-0.78]; p<0.001) was significantly associated with delayed RRSO timing; those with BRCA2 mutation type were 7.54 times as likely to have timely RRSO compared to BRCA1 mutation carriers (OR 7.54; 95%CI [3.70-16.42]; p<0.001). CONCLUSION/CONCLUSIONS:Nearly 38% of BRCA1/2 mutation carriers undergo or have yet to undergo RRSO beyond the NCCN recommended age. The most common reason for delay in RRSO was delayed identification of BRCA mutation, noted in 79% of patients with delayed RRSO. Timely genetic testing for eligible patients can increase appropriately timed RRSO for prevention of ovarian cancer and reduction of mortality in BRCA mutation carriers.
PMID: 34171390
ISSN: 1097-6868
CID: 4925842
Prospective individual patient data meta-analysis: Evaluating convalescent plasma for COVID-19
Goldfeld, Keith S; Wu, Danni; Tarpey, Thaddeus; Liu, Mengling; Wu, Yinxiang; Troxel, Andrea B; Petkova, Eva
As the world faced the devastation of the COVID-19 pandemic in late 2019 and early 2020, numerous clinical trials were initiated in many locations in an effort to establish the efficacy (or lack thereof) of potential treatments. As the pandemic has been shifting locations rapidly, individual studies have been at risk of failing to meet recruitment targets because of declining numbers of eligible patients with COVID-19 encountered at participating sites. It has become clear that it might take several more COVID-19 surges at the same location to achieve full enrollment and to find answers about what treatments are effective for this disease. This paper proposes an innovative approach for pooling patient-level data from multiple ongoing randomized clinical trials (RCTs) that have not been configured as a network of sites. We present the statistical analysis plan of a prospective individual patient data (IPD) meta-analysis (MA) from ongoing RCTs of convalescent plasma (CP). We employ an adaptive Bayesian approach for continuously monitoring the accumulating pooled data via posterior probabilities for safety, efficacy, and harm. Although we focus on RCTs for CP and address specific challenges related to CP treatment for COVID-19, the proposed framework is generally applicable to pooling data from RCTs for other therapies and disease settings in order to find answers in weeks or months, rather than years.
PMID: 34164838
ISSN: 1097-0258
CID: 4918612
Breast cancer risk factors and circulating anti-Müllerian hormone concentration in healthy premenopausal women
Clendenen, Tess V; Ge, Wenzhen; Koenig, Karen L; Afanasyeva, Yelena; Agnoli, Claudia; Bertone-Johnson, Elizabeth; Brinton, Louise A; Darvishian, Farbod; Dorgan, Joanne F; Eliassen, A Heather; Falk, Roni T; Hallmans, Göran; Hankinson, Susan E; Hoffman-Bolton, Judith; Key, Timothy J; Krogh, Vittorio; Nichols, Hazel B; Sandler, Dale P; Schoemaker, Minouk J; Sluss, Patrick M; Sund, Malin; Swerdlow, Anthony J; Visvanathan, Kala; Liu, Mengling; Zeleniuch-Jacquotte, Anne
CONTEXT/BACKGROUND:In a previous study we reported that anti-Müllerian hormone (AMH), a marker of ovarian reserve, is positively associated with breast cancer risk, consistent with other studies. OBJECTIVE:Assess whether risk factors for breast cancer are correlates of AMH concentration. DESIGN/METHODS:Cross-sectional. PARTICIPANTS/METHODS:3831 healthy premenopausal women (aged 21-57, 87% aged 35-49). SETTING/METHODS:Ten cohort studies, general population. RESULTS:Adjusting for age and cohort, we observed positive associations of AMH with age at menarche (p<0.0001) and parity (p=0.0008), and an inverse association with hysterectomy/partial oophorectomy (p=0.0008). Compared to women of normal weight (BMI 18.5-24.9 kg/m 2, AMH was lower (relative geometric mean difference 27%, p<0.0001) among women who were obese (BMI>30). Current oral contraceptive use and current/former smoking were associated with lower AMH concentration than never use (40% and 12% lower, respectively, p<0.0001). We observed higher AMH concentrations among women who had had a benign breast biopsy (15% higher, p=0.03), a surrogate for benign breast disease, an association that has not been reported. In analyses stratified by age (<40/≥40), associations of AMH with BMI and oral contraceptives were similar in younger and older women, while associations with the other factors (menarche, parity, hysterectomy/partial oophorectomy, smoking, and benign breast biopsy) were limited to women ≥40 (p-interaction<0.05). CONCLUSION/CONCLUSIONS:This is the largest study of AMH and breast cancer risk factors among women from the general population (not presenting with infertility), and suggests that most of the associations are limited to women over 40, who are approaching menopause and whose AMH concentration is declining.
PMID: 34157104
ISSN: 1945-7197
CID: 4918342
Organophosphate pesticides and progression of chronic kidney disease among children: A prospective cohort study
Jacobson, Melanie H; Wu, Yinxiang; Liu, Mengling; Kannan, Kurunthachalam; Li, Adela Jing; Robinson, Morgan; Warady, Bradley A; Furth, Susan; Trachtman, Howard; Trasande, Leonardo
BACKGROUND:Growing evidence suggests that exposure to environmental chemicals, such as pesticides, impacts renal function and chronic kidney disease (CKD). However, it is not clear if pesticides may affect CKD progression and no studies exist in children. OBJECTIVES/OBJECTIVE:The objective of this study was to examine associations between serially measured urinary OP pesticide metabolites and clinical and laboratory measures of kidney function over time among children with CKD. METHODS:-isoprostane) were determined in the same specimens. Estimated glomerular filtration rate (eGFR), proteinuria, and blood pressure were assessed annually. RESULTS:DAPs were associated with increased KIM-1 and 8-OHdG throughout follow-up. A standard deviation increase in ∑diethyl metabolites was associated with increases of 11.9% (95% Confidence Interval (CI): 4.8%, 19.4%) and 13.2% (95% CI: 9.3%, 17.2%) in KIM-1 and 8-OHdG over time, respectively. DAPs were associated with lower eGFR at baseline and higher eGFR over subsequent years. CONCLUSIONS:These findings provide preliminary evidence suggesting that urinary DAP metabolites are associated with subclinical kidney injury among children with CKD, which may signal the potential for clinical events to manifest in the future. The results from this study are significant from both a clinical and public health perspective, given that OP pesticide exposure is a modifiable risk factor.
PMID: 33951537
ISSN: 1873-6750
CID: 4866442
Prenatal exposure to bisphenols and phthalates and postpartum depression: The role of neurosteroid hormone disruption
Jacobson, Melanie H; Stein, Cheryl R; Liu, Mengling; Ackerman, Marra G; Blakemore, Jennifer K; Long, Sara E; Pinna, Graziano; Romay-Tallon, Raquel; Kannan, Kurunthachalam; Zhu, Hongkai; Trasande, Leonardo
CONTEXT/BACKGROUND:Postpartum depression (PPD) is a serious psychiatric disorder. While causes remain poorly understood, perinatal sex hormone fluctuations are an important factor, and allopregnanolone in particular has emerged as a key determinant. While synthetic environmental chemicals such as bisphenols and phthalates are known to affect sex hormones, no studies have measured allopregnanolone and the consequences of these hormonal changes on PPD have not been interrogated. OBJECTIVE:To investigate associations of repeated measures of urinary bisphenols and phthalates in early- and mid-pregnancy with serum pregnenolone, progesterone, allopregnanolone, and pregnanolone concentrations in mid-pregnancy and PPD symptoms at four months postpartum. DESIGN, SETTING, PARTICIPANTS, AND INTERVENTION/UNASSIGNED:Prospective cohort study of 139 pregnant women recruited between 2016-18. Bisphenols and phthalates were measured in early- and mid-pregnancy urine samples. Serum sex steroid hormone concentrations were measured in mid-pregnancy. PPD was assessed at 4 months postpartum using the Edinburgh Postnatal Depression Scale (EPDS). Multiple informant models were fit using generalized estimating equations. MAIN OUTCOME MEASURES/METHODS:Serum levels of allopregnanolone, progesterone, pregnanolone, and pregnenolone were examined as log-transformed continuous variables. PPD symptoms were examined as continuous EPDS scores and dichotomously with scores ≥10 defined as PPD. RESULTS:Di-n-octyl phthalate (DnOP) and diisononyl phthalate (DiNP) metabolites were associated with reduced progesterone concentrations. Log-unit increases in ∑DnOP and ∑DiNP predicted 8.1% (95% Confidence Interval (CI): -15.2%, -0.4%) and 7.7% (95% CI: -13.3%, -1.7%) lower progesterone, respectively. ∑DnOP was associated with increased odds of PPD (odds ratio=1.48 (95% CI: 1.04, 2.11)). CONCLUSIONS:Endocrine disrupting chemicals may influence hormonal shifts during pregnancy as well as contribute to PPD.
PMID: 33792735
ISSN: 1945-7197
CID: 4862732