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1.
Proc Natl Acad Sci U S A ; 120(26): e2221007120, 2023 06 27.
Article in English | MEDLINE | ID: mdl-37339207

ABSTRACT

The objective of this study is to examine IL-11-induced mechanisms of inflammatory cell migration to the central nervous system (CNS). We report that IL-11 is produced at highest frequency by myeloid cells among the peripheral blood mononuclear cell (PBMC) subsets. Patients with relapsing-remitting multiple sclerosis (RRMS) have an increased frequency of IL-11+ monocytes, IL-11+ and IL-11R+ CD4+ lymphocytes, and IL-11R+ neutrophils in comparison to matched healthy controls. IL-11+ and granulocyte-macrophage colony-stimulating factor (GM-CSF)+ monocytes, CD4+ lymphocytes, and neutrophils accumulate in the cerebrospinal fluid (CSF). The effect of IL-11 in-vitro stimulation, examined using single-cell RNA sequencing, revealed the highest number of differentially expressed genes in classical monocytes, including up-regulated NFKB1, NLRP3, and IL1B. All CD4+ cell subsets had increased expression of S100A8/9 alarmin genes involved in NLRP3 inflammasome activation. In IL-11R+-sorted cells from the CSF, classical and intermediate monocytes significantly up-regulated the expression of multiple NLRP3 inflammasome-related genes, including complement, IL18, and migratory genes (VEGFA/B) in comparison to blood-derived cells. Therapeutic targeting of this pathway with αIL-11 mAb in mice with RR experimental autoimmune encephalomyelitis (EAE) decreased clinical scores, CNS inflammatory infiltrates, and demyelination. αIL-11 mAb treatment decreased the numbers of NFκBp65+, NLRP3+, and IL-1ß+ monocytes in the CNS of mice with EAE. The results suggest that IL-11/IL-11R signaling in monocytes represents a therapeutic target in RRMS.


Subject(s)
Encephalomyelitis, Autoimmune, Experimental , Inflammasomes , Animals , Mice , Inflammasomes/metabolism , Monocytes/metabolism , NLR Family, Pyrin Domain-Containing 3 Protein/metabolism , Leukocytes, Mononuclear/metabolism , Interleukin-11/genetics , Interleukin-11/metabolism , Central Nervous System/metabolism , Cell Movement
2.
Article in English | MEDLINE | ID: mdl-38969944

ABSTRACT

PURPOSE: We have previously reported that protracted Cyclooxygenase-2 (COX-2) activity in bone marrow-derived cells (BMDCs) infiltrating into biopsy wounds adjacent to the biopsy cavity of breast tumors in mice promotes M2-shift of macrophages and pro-metastatic changes in cancer cells, effects which were suppressed by oral administration of COX-2 inhibitors. Thus, local control of COX-2 activity in the biopsy wound may mitigate biopsy-induced pro-metastatic changes. METHODS: A combinatorial delivery system-thermosensitive biodegradable poly(lactic acid) hydrogel (PLA-gel) incorporating celecoxib-encapsulated poly(lactic-co-glycolic acid) nanoparticles (Cx-NP/PLA-gel)-was injected into the biopsy cavity of Py230 murine breast tumors to achieve local control of COX-2 activity in the wound stroma. RESULTS: A single intra-biopsy cavity injection of PLA-gel loaded with rhodamine-encapsulated nanoparticles (NPs) showed sustained local delivery of rhodamine preferentially to infiltrating BMDCs with minimal to no rhodamine uptake by the reticuloendothelial organs in mice. Moreover, significant reductions in M2-like macrophage density, cancer cell epithelial-to-mesenchymal transition, and blood vessel density were observed in response to a single intra-biopsy cavity injection of Cx-NP/PLA-gel compared to PLA-gel loaded with NPs containing no payload. Accordingly, intra-biopsy cavity injection of Cx-NP/PLA-gel led to significantly fewer metastatic cells in the lungs than control-treated mice. CONCLUSION: This study provides evidence for the feasibility of sustained, local delivery of payload preferential to BMDCs in the wound stroma adjacent to the biopsy cavity using a combinatorial delivery system to reduce localized inflammation and effectively mitigate breast cancer cell dissemination.

3.
BMC Bioinformatics ; 24(1): 298, 2023 Jul 22.
Article in English | MEDLINE | ID: mdl-37481512

ABSTRACT

BACKGROUND: Protein biomarkers of cancer progression and response to therapy are increasingly important for improving personalized medicine. Advanced quantitative pathology platforms enable measurement of protein expression in tissues at the single-cell level. However, this rich quantitative cell-by-cell biomarker information is most often not exploited. Instead, it is reduced to a single mean across the cells of interest or converted into a simple proportion of binary biomarker-positive or -negative cells. RESULTS: We investigated the utility of retaining all quantitative information at the single-cell level by considering the values of the quantile function (inverse of the cumulative distribution function) estimated from a sample of cell signal intensity levels in a tumor tissue. An algorithm was developed for selecting optimal cutoffs for dichotomizing cell signal intensity distribution quantiles as predictors of continuous, categorical or survival outcomes. The proposed algorithm was used to select optimal quantile biomarkers of breast cancer progression based on cancer cells' cell signal intensity levels of nuclear protein Ki-67, Proliferating cell nuclear antigen, Programmed cell death 1 ligand 2, and Progesterone receptor. The performance of the resulting optimal quantile biomarkers was validated and compared to the standard cancer compartment mean signal intensity markers using an independent external validation cohort. For Ki-67, the optimal quantile biomarker was also compared to established biomarkers based on percentages of Ki67-positive cells. For proteins significantly associated with PFS in the external validation cohort, the optimal quantile biomarkers yielded either larger or similar effect size (hazard ratio for progression-free survival) as compared to cancer compartment mean signal intensity biomarkers. CONCLUSION: The optimal quantile protein biomarkers yield generally improved prognostic value as compared to the standard protein expression markers. The proposed methodology has a broad application to single-cell data from genomics, transcriptomics, proteomics, or metabolomics studies at the single cell level.


Subject(s)
Biomarkers, Tumor , Breast Neoplasms , Humans , Female , Immunohistochemistry , Ki-67 Antigen , Algorithms
4.
Lab Invest ; 103(8): 100158, 2023 08.
Article in English | MEDLINE | ID: mdl-37088463

ABSTRACT

Current histocytometry methods enable single-cell quantification of biomolecules in tumor tissue sections by multiple detection technologies, including multiplex fluorescence-based immunohistochemistry or in situ hybridization. Quantitative pathology platforms can provide distributions of cellular signal intensity (CSI) levels of biomolecules across the entire cell populations of interest within the sampled tumor tissue. However, the heterogeneity of CSI levels is usually ignored, and the simple mean signal intensity value is considered a cancer biomarker. Here we consider the entire distribution of CSI expression levels of a given biomolecule in the cancer cell population as a predictor of clinical outcome. The proposed quantile index (QI) biomarker is defined as the weighted average of CSI distribution quantiles in individual tumors. The weight for each quantile is determined by fitting a functional regression model for a clinical outcome. That is, the weights are optimized so that the resulting QI has the highest power to predict a relevant clinical outcome. The proposed QI biomarkers were derived for proteins expressed in cancer cells of malignant breast tumors and demonstrated improved prognostic value compared with the standard mean signal intensity predictors. The R package Qindex implementing QI biomarkers has been developed. The proposed approach is not limited to immunohistochemistry data and can be based on any cell-level expressions of proteins or nucleic acids.


Subject(s)
Biomarkers, Tumor , Breast Neoplasms , Humans , Female , Biomarkers , Proteins , Immunohistochemistry , Breast Neoplasms/diagnosis
5.
Breast Cancer Res Treat ; 201(3): 387-396, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37460683

ABSTRACT

BACKGROUND: Endocrine resistant metastatic disease develops in ~ 20-25% of hormone-receptor-positive (HR+) breast cancer (BC) patients despite endocrine therapy (ET) use. Upregulation of HER family receptor tyrosine kinases (RTKs) represent escape mechanisms in response to ET in some HR+ tumors. Short-term neoadjuvant ET (NET) offers the opportunity to identify early endocrine escape mechanisms initiated in individual tumors. METHODS: This was a single arm, interventional phase II clinical trial evaluating 4 weeks (± 1 week) of NET in patients with early-stage HR+/HER2-negative (HER2-) BC. The primary objective was to assess NET-induced changes in HER1-4 proteins by immunohistochemistry (IHC) score. Protein upregulation was defined as an increase of ≥ 1 in IHC score following NET. RESULTS: Thirty-seven patients with cT1-T3, cN0, HR+/HER2- BC were enrolled. In 35 patients with evaluable tumor HER protein after NET, HER2 was upregulated in 48.6% (17/35; p = 0.025), with HER2-positive status (IHC 3+ or FISH-amplified) detected in three patients at surgery, who were recommended adjuvant trastuzumab-based therapy. Downregulation of HER3 and/or HER4 protein was detected in 54.2% of tumors, whereas HER1 protein remained low and unchanged in all cases. While no significant volumetric reduction was detected radiographically after short-term NET, significant reduction in tumor proliferation rates were observed. No significant associations were identified between any clinicopathologic covariates and changes in HER1-4 protein expression on multivariable analysis. CONCLUSION: Short-term NET frequently and preferentially upregulates HER2 over other HER family RTKs in early-stage HR+/HER2- BC and may be a promising strategy to identify tumors that utilize HER2 as an early endocrine escape pathway. CLINICAL TRIAL REGISTRY: Trial registration number: NCT03219476.


Subject(s)
Breast Neoplasms , Humans , Female , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Up-Regulation , Neoadjuvant Therapy , Receptor, ErbB-2/genetics , Receptor, ErbB-2/metabolism , Trastuzumab/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use
6.
Pathobiology ; 90(2): 114-122, 2023.
Article in English | MEDLINE | ID: mdl-35649384

ABSTRACT

INTRODUCTION: Needle biopsy is essential for definitive diagnosis of breast malignancy. Significant histologic changes due to tissue damage have been reported in solid tumors. This study investigated the association between time from needle biopsy and inflammation in breast tumors. METHODS: A total of 73 stage I-II invasive breast cancer cases diagnosed by image-guided needle biopsy who had surgery as their first definitive treatment were retrospectively analyzed. Time from biopsy to surgical excision ranged from 8 to 252 days. Histological sections of surgically resected tumors with a visible needle tract were reviewed by histologic evaluation. Data were analyzed by McNemar's test for proportional differences, and the Benjamini-Hochberg procedure was used to assess the association between immune cell prevalence and clinical variables. RESULTS: Characteristic histology changes, including foreign body giant-cell reaction, synovial-cell metaplasia, desmoplastic repair changes, granulation tissue, fat necrosis, and inflammation, were frequently detected adjacent to the needle tract. Spatial comparison indicated that a higher proportion of cases had neutrophils, eosinophils, and macrophages adjacent to the needle tract than tumors distant from it. The presence of inflammatory cells adjacent to the needle tract was not associated with time from biopsy or subtype. Still, plasma cells were associated with residual carrier material from biopsy markers. CONCLUSION: Macrophages and eosinophils are highly abundant and retained adjacent to the needle tract regardless of time from the biopsy.


Subject(s)
Breast Neoplasms , Humans , Female , Retrospective Studies , Biopsy, Needle/methods , Breast Neoplasms/pathology , Breast/pathology
7.
J Neuropsychiatry Clin Neurosci ; 35(2): 158-164, 2023.
Article in English | MEDLINE | ID: mdl-35989575

ABSTRACT

OBJECTIVE: The investigators examined predictors of treatment response to anger self-management training (ASMT) among patients with chronic moderate-severe traumatic brain injury (TBI). METHODS: A multicenter randomized clinical trial comprising 90 participants with moderate-severe TBI was conducted. Fifty-four participants who were randomly assigned to receive active treatment and provided complete data were included in the current secondary analysis. Model averaging was used to examine the relative importance and significance of pretreatment variables for predicting change during treatment. Dependent variables were pre- to posttreatment changes in trait anger (TA) and anger expression-out (AX-O) subscale scores of the State-Trait Anger Expression Inventory-Revised. Predictors included demographic, injury-related, and neuropsychological variables, including both objective and self-reported measures of executive function, as well as readiness to change and participation of a significant other in treatment. RESULTS: Change in both dependent variables was predicted by higher baseline anger. Greater change in TA was additionally predicted by White race, higher education, shorter posttraumatic amnesia, and worse self-reported (but not objectively measured) executive dysfunction; the latter predictor may have indicated better self-awareness. Greater change in AX-O was additionally predicted by better episodic memory and, paradoxically, lower readiness to change. CONCLUSIONS: Further research should focus on adapting psychoeducational anger treatments to better serve the diverse populations affected by moderate-severe TBI. These findings suggest that providing memory aids to support the use of learned strategies after treatment cessation would be beneficial. Further research should also examine the construct of readiness to change and specific aspects of executive function that may affect treatment response in psychoeducational treatments. These findings were derived from only one model of anger intervention, and the relevance to other treatment approaches cannot be assumed.


Subject(s)
Anger , Brain Injuries, Traumatic , Humans , Executive Function , Brain Injuries, Traumatic/therapy , Brain Injuries, Traumatic/psychology
8.
Bioinformatics ; 37(10): 1452-1460, 2021 06 16.
Article in English | MEDLINE | ID: mdl-33275142

ABSTRACT

MOTIVATION: Quantitative immunofluorescence is often used for immunohistochemistry quantification of proteins that serve as cancer biomarkers. Advanced image analysis systems for pathology allow capturing expression levels in each individual cell or subcellular compartment. However, only the mean signal intensity within the cancer tissue region of interest is usually considered as biomarker completely ignoring the issue of tumor heterogeneity. RESULTS: We propose using immunohistochemistry image-derived information on the spatial distribution of cellular signal intensity (CSI) of protein expression within the cancer cell population to quantify both mean expression level and tumor heterogeneity of CSI levels. We view CSI levels as marks in a marked point process of cancer cells in the tissue and define spatial indices based on conditional mean and conditional variance of the marked point process. The proposed methodology provides objective metrics of cell-to-cell heterogeneity in protein expressions that allow discriminating between different patterns of heterogeneity. The prognostic utility of new spatial indices is investigated and compared to the standard mean signal intensity biomarkers using the protein expressions in tissue microarrays incorporating tumor tissues from 1000+ breast cancer patients. AVAILABILITY AND IMPLEMENTATION: THE R CODE FOR COMPUTING THE PROPOSED SPATIAL INDICES IS INCLUDED AS SUPPLEMENTARY MATERIAL: . SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Breast Neoplasms , Biomarkers, Tumor , Female , Humans , Image Processing, Computer-Assisted , Immunohistochemistry , Staining and Labeling
9.
Ann Surg Oncol ; 28(11): 5895-5905, 2021 Oct.
Article in English | MEDLINE | ID: mdl-33748899

ABSTRACT

BACKGROUND: Time to surgery (TTS) has been suggested to have an association with mortality in early-stage breast cancer. OBJECTIVE: This study aims to determine the association between TTS and preoperative disease progression in tumor size or nodal status among women diagnosed with clinical T1N0M0 ductal breast cancer. METHODS: Women diagnosed with clinical T1N0M0 ductal breast cancer who had breast-conserving surgery as their first definitive treatment between 2010 and 2016 (n = 90,405) were analyzed using the National Cancer Database. Separate multivariable logistic regression models for hormone receptor (HR)-positive and HR-negative patients, adjusted for clinical and demographic variables, were used to assess the relationship between TTS and upstaging of tumor size (T-upstaging) or nodal status (N-upstaging). RESULTS: T-upstaging occurred in 6.76% of HR-positive patients and 11.00% of HR-negative patients, while N-upstaging occurred in 12.69% and 10.75% of HR-positive and HR-negative patients, respectively. Among HR-positive patients, odds of T-upstaging were higher for 61-90 days TTS (odds ratio [OR] 1.18, 95% confidence interval [CI] 1.05-1.34) and ≥91 days TTS (OR 1.47, 95% CI 1.17-1.84) compared with ≤30 days TTS, and odds of N- upstaging were higher for ≥91 days TTS (OR 1.35, 95% CI 1.13-1.62). No association between TTS and either T- or N-upstaging was found among HR-negative patients. Other clinical and demographic variables, including grade, tumor location, and race/ethnicity, were associated with both T- and N-upstaging. CONCLUSION: TTS ≥61 and ≥91 days was a significant predictor of T- and N-upstaging, respectively, in HR-positive patients; however, TTS was not associated with upstaging in HR-negative breast cancer. Delays in surgery may contribute to measurable disease progression in T1N0M0 ductal breast cancer.


Subject(s)
Breast Neoplasms , Carcinoma, Ductal, Breast , Breast Neoplasms/pathology , Breast Neoplasms/surgery , Carcinoma, Ductal, Breast/surgery , Female , Hormones , Humans , Mastectomy, Segmental , Neoplasm Staging
10.
N Engl J Med ; 376(24): 2341-2348, 2017 06 15.
Article in English | MEDLINE | ID: mdl-28468518

ABSTRACT

BACKGROUND: Current pharmacologic treatment of the neonatal abstinence syndrome with morphine is associated with a lengthy duration of therapy and hospitalization. Buprenorphine may be more effective than morphine for this indication. METHODS: In this single-site, double-blind, double-dummy clinical trial, we randomly assigned 63 term infants (≥37 weeks of gestation) who had been exposed to opioids in utero and who had signs of the neonatal abstinence syndrome to receive either sublingual buprenorphine or oral morphine. Infants with symptoms that were not controlled with the maximum dose of opioid were treated with adjunctive phenobarbital. The primary end point was the duration of treatment for symptoms of neonatal opioid withdrawal. Secondary clinical end points were the length of hospital stay, the percentage of infants who required supplemental treatment with phenobarbital, and safety. RESULTS: The median duration of treatment was significantly shorter with buprenorphine than with morphine (15 days vs. 28 days), as was the median length of hospital stay (21 days vs. 33 days) (P<0.001 for both comparisons). Adjunctive phenobarbital was administered in 5 of 33 infants (15%) in the buprenorphine group and in 7 of 30 infants (23%) in the morphine group (P=0.36). Rates of adverse events were similar in the two groups. CONCLUSIONS: Among infants with the neonatal abstinence syndrome, treatment with sublingual buprenorphine resulted in a shorter duration of treatment and shorter length of hospital stay than treatment with oral morphine, with similar rates of adverse events. (Funded by the National Institute on Drug Abuse; BBORN ClinicalTrials.gov number, NCT01452789 .).


Subject(s)
Analgesics, Opioid/adverse effects , Analgesics, Opioid/therapeutic use , Buprenorphine/therapeutic use , Neonatal Abstinence Syndrome/drug therapy , Opiate Substitution Treatment , Administration, Oral , Administration, Sublingual , Buprenorphine/adverse effects , Double-Blind Method , Drug Therapy, Combination , Female , Humans , Hypnotics and Sedatives/therapeutic use , Infant, Newborn , Length of Stay , Male , Morphine/adverse effects , Morphine/therapeutic use , Phenobarbital/therapeutic use
11.
J Neurooncol ; 147(3): 653-661, 2020 May.
Article in English | MEDLINE | ID: mdl-32206976

ABSTRACT

INTRODUCTION: Standard of care for glioblastoma includes concurrent chemoradiation and maintenance temozolomide with tumor treatment fields (TTFields). Preclinical studies suggest TTFields and radiation treatment have synergistic effects. We report our initial experience evaluating toxicity and tolerability of scalp-sparing radiation with concurrent TTFields. METHODS: This is a single arm pilot study (clinicaltrials.gov Identifier: NCT03477110). Adult patients (age ≥ 18 years) with KPS ≥ 60 with newly diagnosed glioblastoma were eligible. All patients received concurrent scalp-sparing radiation (60 Gy in 30 fractions), standard concurrent temozolomide (75 mg/m2 daily), and TTFields. Maintenance therapy included standard temozolomide and continuation of TTFields. Radiation treatment was delivered through TTFields arrays. The primary endpoint was safety and toxicity for concurrent TTFields with chemoradiation in newly diagnosed glioblastoma. RESULTS: We report the first ten patients on the trial. Eight were male, and two were female, with median age 61 years (range 49 to 73 years). Median KPS was 90 (range 70-90). Median follow-up was 7.9 months (2.8 to 17.9 months). Nine (90%) patients with unmethylated MGMT promotor, and one with methylated. Median time from surgery to radiation was 33 days (28 to 49 days). All patients completed concurrent chemoradiation plus TTFields without radiation or TTFields treatment interruption or discontinuation. Scalp dose constraints were achieved for all patients, with mean dose having a median value of 7.7 Gy (range 4.9 to 13.2 Gy), D20cc median 22.6 Gy (17.7 to 36.8 Gy), and D30cc median 19.8 Gy (14.8 to 33.4 Gy). Average daily use during concurrent phase had median value of 83.5% and 77% for maintenance. There was no related ≥ Grade 3 toxicity. Skin toxicity (erythema, dermatitis, pruritus) was noted in 80% of patients, however, these were limited to Grade 1 or 2 events which resolved spontaneously or responded to topical medications. Eight patients (80%) had progression, with median PFS of 6.9 months (range 2.8 to 9.6 months). CONCLUSIONS: Concurrent TTFields with scalp-sparing chemoradiation is a safe and feasible treatment option with limited toxicity. Future randomized prospective trial is warranted to define therapeutic advantages of concurrent TTFields with chemoradiation. TRIAL REGISTRATION: Clinicaltrials.gov Identifier NCT03477110.


Subject(s)
Antineoplastic Agents, Alkylating/therapeutic use , Brain Neoplasms/therapy , Chemoradiotherapy/methods , Glioblastoma/therapy , Temozolomide/therapeutic use , Aged , Brain Neoplasms/drug therapy , Chemoradiotherapy/adverse effects , Combined Modality Therapy , Female , Glioblastoma/drug therapy , Humans , Male , Middle Aged , Pilot Projects , Scalp/radiation effects , Treatment Outcome
12.
Arch Phys Med Rehabil ; 101(11): 1973-1979, 2020 11.
Article in English | MEDLINE | ID: mdl-32653581

ABSTRACT

OBJECTIVE: To examine heterogeneity in the temporal patterns of depression and participation over the first 2 years post traumatic brain injury (TBI). DESIGN: Observational prospective longitudinal study. SETTING: Inpatient rehabilitation centers, with 1- and 2-year follow-up conducted primarily by telephone. PARTICIPANTS: Persons with TBI (N=2307) enrolled in the Traumatic Brain Injury Model Systems database, followed at 1 and 2 years post injury. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURE: Patient Health Questionnaire-9 (PHQ-9) and Participation Assessment With Recombined Tools-Objective (PART-O). RESULTS: Using latent class modeling we examined heterogeneity in the longitudinal relationship between PHQ-9 and PART-O. The identified 6 classes were most distinct in terms of (1) level of PHQ-9 score and (2) association between the year 1 PART-O score and year 2 PHQ-9 score. For most participants, PART-O at year 1 predicted PHQ-9 at year 2 more than the reverse. However, there was a subgroup of participants that demonstrated the reverse pattern, PHQ-9 predicting later PART-O, who were on average, older and in the "other" employment category. CONCLUSIONS: Results suggest that links between participation and depression are stronger for some people living with TBI than for others and that variation in the temporal sequencing of these 2 constructs is associated with demographic characteristics. These findings illustrate the value in accounting for population heterogeneity when evaluating temporal among outcome domains.


Subject(s)
Brain Injuries, Traumatic/psychology , Depression/psychology , Social Participation/psychology , Time Factors , Adult , Brain Injuries, Traumatic/rehabilitation , Disability Evaluation , Female , Follow-Up Studies , Humans , Latent Class Analysis , Longitudinal Studies , Male , Middle Aged , Neurological Rehabilitation , Patient Health Questionnaire , Physical Functional Performance , Prospective Studies , Rehabilitation Centers , Treatment Outcome
13.
J Head Trauma Rehabil ; 35(4): E342-E351, 2020.
Article in English | MEDLINE | ID: mdl-31996607

ABSTRACT

OBJECTIVE: To characterize the influence of additional (both prior and subsequent) traumatic brain injuries (TBIs) on recovery after a moderate to severe index TBI. SETTING: Traumatic Brain Injury Model Systems centers. PARTICIPANTS: Persons with moderate to severe TBI (N = 5054) enrolled in the TBI Model Systems National Database with complete outcome data for the outcomes of interest at 1-, 2-, and 5-year follow-up. DESIGN: Secondary analysis of a prospective longitudinal data set. MAIN MEASURES: Prior and intercurrent TBI from the Ohio State University TBI Identification Method (OSU TBI-ID), Disability Rating Scale (DRS), and Functional Independence Measure (FIM). RESULTS: Prior moderate-severe TBIs significantly predicted overall level of functioning on the DRS, FIM Cognitive, and FIM Motor for participants with less severe index injuries. Moderate-severe intercurrent TBIs (TBIs subsequent to the index injury) were predictive of poorer functioning for both Index Severity groups, reflected in higher mean scores on the DRS in participants with less severe index injuries and lower mean Cognitive FIM in participants with more severe index injuries. CONCLUSION: Multiple brain injuries, particularly those of moderate or greater severity, have a significantly greater impact on patients' level of functioning compared with a single injury, but not the rate or shape of recovery.


Subject(s)
Brain Injuries, Traumatic , Brain Injuries , Brain Injuries/complications , Brain Injuries, Traumatic/diagnosis , Databases, Factual , Humans , Prospective Studies , Recovery of Function
14.
Am J Perinatol ; 37(13): 1289-1295, 2020 11.
Article in English | MEDLINE | ID: mdl-32344443

ABSTRACT

OBJECTIVE: This study aimed to identify the incidence of and risk factors for early preterm birth (PTB) (delivery <34 weeks) in women without prior PTB and current short cervix (≤20 mm) prescribed vaginal progesterone. STUDY DESIGN: Retrospective cohort study of singletons without prior PTB diagnosed with short cervix (≤20 mm) between 180/7 and 236/7 weeks. Women who accepted vaginal progesterone and had delivery outcomes available were included. Demographic/obstetric history, cervical length, and pregnancy characteristics compared between women with early PTB versus delivery ≥34 weeks. Multiple logistic regression analysis used to identify predictors; odds ratio for significant factors used to generate a risk score. Risk score and risk of early PTB assessed with receiver operating characteristic curve (ROCC). Perinatal outcomes compared by risk score. RESULTS: Among 109 patients included, 29 (27%) had a spontaneous PTB <34 weeks. In univariate analysis, only gestational age at ultrasound, presence funneling, and mean cervical length were significantly different between those with and without early sPTB. With multiple logistic regression analysis, only gestational age at diagnosis (odds ratio [OR]: 0.66; 95% confidence interval [CI]: 0.46-0.96; p = 0.028) and index cervical length (OR: 0.84; 95% CI: 0.76-0.93; p = 0.001) remained significantly associated with early PTB. ROCC for the risk score incorporating cervical length and gestational age was predictive of early PTB with an AUC of 0.76 (95% CI: 0.67-0.86; p < 0.001). A high-risk score was predictive of early PTB with a sensitivity of 79%, specificity of 75%, positive predictive value of 54%, and negative predictive value of 91%. Women with a high-risk score had worse perinatal outcomes compared with those with low-risk score. CONCLUSION: A total of 27% of patients with short cervix prescribed vaginal progesterone will have a sPTB < 34 weeks. Patients at high risk for early PTB despite vaginal progesterone therapy may be identified using gestational age and cervical length at diagnosis of short cervix. Given the narrow window for intervention after diagnosis of short cervix, this has important implications for clinical care.


Subject(s)
Cervical Length Measurement , Cervix Uteri/pathology , Gestational Age , Premature Birth/prevention & control , Progesterone/administration & dosage , Administration, Intravaginal , Adult , Cerclage, Cervical/methods , Female , Humans , Kaplan-Meier Estimate , Perinatal Death , Predictive Value of Tests , Pregnancy , ROC Curve , Retrospective Studies , Risk Factors , Young Adult
15.
Neuropsychol Rehabil ; 30(8): 1523-1542, 2020 Sep.
Article in English | MEDLINE | ID: mdl-30870102

ABSTRACT

We compared two treatments for depression and/ or anxiety in chronic moderate to severe traumatic brain injury (TBI) (Clinicaltrials.gov NCT02061553). Fifty-nine participants were randomized 2:1 to a single session of Behavioural Activation followed by 8 weeks of daily SMS (text) messages in the form of implementation intentions supporting individualized goals for increased rewarding/ meaningful activities (INT), or a single (attention control) session focused on the importance of motivation followed by 8 weeks of motivational SMS messages (MOT). Both conditions resulted in modestly improved emotional status. The INT condition led to more exposure to environmental reward and greater productivity. Gains in both conditions were of questionable clinical significance but suggested different mechanisms of action, which should be confirmed by further research. The delivery of frequent text messages proved to be a very feasible means of supporting treatment in this population.


Subject(s)
Anxiety/rehabilitation , Behavior Therapy , Brain Injuries, Traumatic/rehabilitation , Depression/rehabilitation , Telemedicine , Text Messaging , Adult , Anxiety/etiology , Behavior Therapy/methods , Brain Injuries, Traumatic/complications , Chronic Disease , Depression/etiology , Efficiency/physiology , Feasibility Studies , Female , Humans , Male , Outcome and Process Assessment, Health Care , Patient Participation , Reward , Severity of Illness Index , Telemedicine/methods
16.
Breast Cancer Res Treat ; 177(1): 77-91, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31165373

ABSTRACT

PURPOSE: Understanding the molecular mediators of breast cancer survival is critical for accurate disease prognosis and improving therapies. Here, we identified Neuronatin (NNAT) as a novel antiproliferative modifier of estrogen receptor-alpha (ER+) breast cancer. EXPERIMENTAL DESIGN: Genomic regions harboring breast cancer modifiers were identified by congenic mapping in a rat model of carcinogen-induced mammary cancer. Tumors from susceptible and resistant congenics were analyzed by RNAseq to identify candidate genes. Candidates were prioritized by correlation with outcome, using a consensus of three breast cancer patient cohorts. NNAT was transgenically expressed in ER+ breast cancer lines (T47D and ZR75), followed by transcriptomic and phenotypic characterization. RESULTS: We identified a region on rat chromosome 3 (142-178 Mb) that modified mammary tumor incidence. RNAseq of the mammary tumors narrowed the candidate list to three differentially expressed genes: NNAT, SLC35C2, and FAM210B. NNAT mRNA and protein also correlated with survival in human breast cancer patients. Quantitative immunohistochemistry of NNAT protein revealed an inverse correlation with survival in a univariate analysis of patients with invasive ER+ breast cancer (training cohort: n = 444, HR = 0.62, p = 0.031; validation cohort: n = 430, HR = 0.48, p = 0.004). NNAT also held up as an independent predictor of survival after multivariable adjustment (HR = 0.64, p = 0.038). NNAT significantly reduced proliferation and migration of ER+ breast cancer cells, which coincided with altered expression of multiple related pathways. CONCLUSIONS: Collectively, these data implicate NNAT as a novel mediator of cell proliferation and migration, which correlates with decreased tumorigenic potential and prolonged patient survival.


Subject(s)
Breast Neoplasms/epidemiology , Breast Neoplasms/etiology , Genes, Modifier , Membrane Proteins/genetics , Nerve Tissue Proteins/genetics , Receptors, Estrogen/genetics , Animals , Biomarkers, Tumor , Breast Neoplasms/mortality , Breast Neoplasms/pathology , Cell Line, Tumor , Disease Models, Animal , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Immunohistochemistry , Incidence , Kaplan-Meier Estimate , Membrane Proteins/metabolism , Neoplasm Staging , Nerve Tissue Proteins/metabolism , Patient Outcome Assessment , Prognosis , Rats , Receptors, Estrogen/metabolism , Signal Transduction
17.
Radiology ; 293(1): 223-231, 2019 10.
Article in English | MEDLINE | ID: mdl-31453767

ABSTRACT

Background Overall survival (OS) for patients with uveal melanoma (UM) hepatic metastases is extremely poor. Therefore, stabilization of hepatic metastases is essential to prolonging OS. Purpose To assess the safety and effectiveness of radioembolization (RE) for treatment of UM hepatic metastases. Materials and Methods Enrollment for this prospective phase II trial began November 2011 and concluded January 2017. Treatment-naïve participants (group A) and participants who progressed after immunoembolization (group B) with hepatic tumor burden less than 50% underwent RE. Participants were followed for 1 month and every 3 months for acute and delayed toxicities, respectively. MRI, CT, and PET were performed every 3 months to evaluate for tumor response and extrahepatic disease. Participants were followed for at least 2 years or until death. Kaplan-Meier method and multivariable Cox proportional hazard models were used for data analysis. Results In group A, 24 participants (mean age ± standard deviation, 59 years ± 13; 13 men and 11 women) underwent unilobar (n = 7), fractionated whole-liver (n = 1), or sequential lobar (n = 16) RE. One participant was excluded from the trial. Complete response (n = 0), partial response (n = 9), or stable disease (n = 11) was achieved in 20 of 23 (87.0%; 95% confidence interval [CI]: 66.4%, 97.2%) participants. Median progression-free survival from liver metastasis was 8.1 months (95% CI: 6.4, 11.8; range, 3.3-33.7 months). Median OS was 18.5 months (95% CI: 11.3, 23.5; range, 6.5-73.7 months). In group B, 24 participants (mean age, 58 years ± 10; nine men and 15 women) underwent unilobar (n = 5) or sequential lobar (n = 19) RE. Complete response (n = 0), partial response (n = 8), or stable disease (n = 6) was achieved in 14 of 24 (58.3%; 95% CI: 36.3%, 77.9%) participants. Median progression-free survival from liver metastasis was 5.2 months (95% CI: 3.7, 9.8; range, 2.9-22.0 months). Median OS was 19.2 months (95% CI: 11.5, 24.0; range, 4.8-76.6 months). Grade 3 treatment-related toxicities included transient lymphopenia (group A, n = 1; group B, n = 1), pain (group A, n = 2) and nausea or vomiting (group A, n = 1). Conclusion Radioembolization is a promising treatment for patients with uveal melanoma hepatic metastases. © RSNA, 2019 Online supplemental material is available for this article.


Subject(s)
Embolization, Therapeutic/methods , Liver Neoplasms/radiotherapy , Melanoma/pathology , Neoplasms, Second Primary/radiotherapy , Uveal Neoplasms/pathology , Yttrium Radioisotopes/therapeutic use , Diagnostic Imaging/methods , Female , Humans , Liver/diagnostic imaging , Liver/radiation effects , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/secondary , Male , Middle Aged , Neoplasms, Second Primary/diagnostic imaging , Prospective Studies , Treatment Outcome
18.
Nucleic Acids Res ; 45(6): 2973-2985, 2017 04 07.
Article in English | MEDLINE | ID: mdl-28206648

ABSTRACT

Isoforms of human miRNAs (isomiRs) are constitutively expressed with tissue- and disease-subtype-dependencies. We studied 10 271 tumor datasets from The Cancer Genome Atlas (TCGA) to evaluate whether isomiRs can distinguish amongst 32 TCGA cancers. Unlike previous approaches, we built a classifier that relied solely on 'binarized' isomiR profiles: each isomiR is simply labeled as 'present' or 'absent'. The resulting classifier successfully labeled tumor datasets with an average sensitivity of 90% and a false discovery rate (FDR) of 3%, surpassing the performance of expression-based classification. The classifier maintained its power even after a 15× reduction in the number of isomiRs that were used for training. Notably, the classifier could correctly predict the cancer type in non-TCGA datasets from diverse platforms. Our analysis revealed that the most discriminatory isomiRs happen to also be differentially expressed between normal tissue and cancer. Even so, we find that these highly discriminating isomiRs have not been attracting the most research attention in the literature. Given their ability to successfully classify datasets from 32 cancers, isomiRs and our resulting 'Pan-cancer Atlas' of isomiR expression could serve as a suitable framework to explore novel cancer biomarkers.


Subject(s)
MicroRNAs/metabolism , Neoplasms/classification , Cluster Analysis , Datasets as Topic , Humans , Neoplasms/genetics , Neoplasms/metabolism , RNA Isoforms/metabolism
19.
J Neurosci Res ; 96(4): 702-710, 2018 04.
Article in English | MEDLINE | ID: mdl-28653428

ABSTRACT

Psychostimulants that affect neurotransmitters implicated in cognitive function and neural plasticity have potential to enhance the rate and extent of recovery after traumatic brain injury (TBI). Ten milligrams dextroamphetamine (DEX) or an identical placebo was administered daily for 3 weeks to 32 participants with moderate to severe TBI, engaged in inpatient rehabilitation, at a mean of 2 months post injury. A variety of outcome measures assessing cognitive function and overall functional status was administered at weekly intervals, to examine effect sizes that may inform a larger trial, and to evaluate safety. Results indicated trivial-to-small effect sizes for DEX-placebo differences, with the largest effects seen on speed of information processing (more improvement with DEX) and agitation (exacerbation with DEX). Examination of adverse events and vital signs suggested safety of DEX, but the pattern of results did not suggest accelerated recovery due to the drug. Future trials of DEX in this population need to consider the impact of floor effects of commonly used measures of cognitive and physical function, and the heterogeneity of TBI. Although the small sample precludes definitive conclusions, these findings are not encouraging with regard to clinical trials of DEX in subacute TBI.


Subject(s)
Brain Injuries, Traumatic/drug therapy , Central Nervous System Stimulants/therapeutic use , Dextroamphetamine/therapeutic use , Adult , Double-Blind Method , Female , Humans , Male , Middle Aged , Pilot Projects , Treatment Outcome
20.
Ophthalmology ; 125(2): 210-217, 2018 02.
Article in English | MEDLINE | ID: mdl-28935400

ABSTRACT

PURPOSE: To compare overall survival in high-risk patients with primary uveal melanoma who received adjuvant sunitinib with institutional controls. DESIGN: Retrospective cohort. PARTICIPANTS: Selection criteria were (1) monosomy 3 and 8q amplification by cytogenetic or DecisionDx-UM Class 2 and (2) monosomy 3 and large tumor size (T3-4 by American Joint Committee on Cancer classification). Exclusion criteria were date of diagnosis before 2007 or after 2013 and age <18 years. METHODS: A cohort of patients who intended to receive adjuvant sunitinib for 6 months was compared with institutional historical controls with the same risk factors. Kaplan-Meier and Cox proportional hazards models were used to analyze the outcome. Propensity score was used to adjust for nonrandom assignment to sunitinib. MAIN OUTCOME MEASURES: Overall survival. RESULTS: From the Wills Eye Hospital Oncology Service Uveal Melanoma Cytogenetic Database (N = 1172), 128 patients fulfilled the selection and exclusion criteria. Median follow-up was 52.7 months (range, 0.26-108 months). A total of 54 patients received sunitinib. Their median age was 56 years (range, 29-81 years), and 48% were men. A total of 74 historical controls in the same risk category were identified. Their median age was 62 years (21-80 years), and 48% were men. Patients in the sunitinib group had worse cytogenetic or molecular features (monosomy 3 and 8q amplification or class 2 87% vs. 57%; P < 0.001), had smaller tumor sizes (T3-4 56% vs. 83%; P = 0.001), and were younger. There were 51 deaths, 14 (26%) in the sunitinib group and 37 (50%) in the control group. In the univariate analysis, the sunitinib group had longer overall survival (hazard ratio, 0.53; 95% confidence interval, 0.29-0.99; P = 0.041). In multivariate Cox regression analysis, interaction between use of sunitinib and age as a dichotomous variable was highly significant (P = 0.003). The following variables were statistically associated with prediction of overall survival: cytogenetic/molecular status (P = 0.015), T-size category (P = 0.022), gender (P = 0.040), and adjuvant sunitinib in patients aged <60 years (P = 0.004). Results were confirmed by propensity score analysis. CONCLUSIONS: In this retrospective study, the use of sunitinib in the adjuvant setting was associated with better overall survival.


Subject(s)
Indoles/administration & dosage , Melanoma/therapy , Pyrroles/administration & dosage , Risk Assessment , Uveal Neoplasms/therapy , Adult , Aged , Aged, 80 and over , Antineoplastic Agents/administration & dosage , Chemotherapy, Adjuvant , Female , Follow-Up Studies , Humans , Incidence , Male , Melanoma/diagnosis , Melanoma/epidemiology , Middle Aged , Proportional Hazards Models , Retrospective Studies , Sunitinib , Survival Rate/trends , Treatment Outcome , United States/epidemiology , Uveal Neoplasms/diagnosis , Uveal Neoplasms/epidemiology , Young Adult
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