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Dysglycemia in adults at risk for or living with non-insulin treated type 2 diabetes: Insights from continuous glucose monitoring
Barua, Souptik; Sabharwal, Ashutosh; Glantz, Namino; Conneely, Casey; Larez, Arianna; Bevier, Wendy; Kerr, David
BACKGROUND:Continuous glucose monitoring (CGM) has demonstrable benefits for people living with diabetes, but the supporting evidence is almost exclusively from White individuals with type 1 diabetes. Here, we have quantified CGM profiles in Hispanic/Latino adults with or at-risk of non-insulin treated type 2 diabetes (T2D). METHODS:100 participants (79 female, 86% Hispanic/Latino [predominantly Mexican], age 54·6 [±12·0] years) stratified into (i) at risk of T2D, (ii) with pre-diabetes (pre-T2D), and (iii) with non-insulin treated T2D, wore blinded CGMs for 2 weeks. Beyond standardized CGM measures (average glucose, glucose variability, time in 70-140 mg/dL and 70-180 mg/dL ranges), we also examined additional CGM measures based on the time of day. FINDINGS/RESULTS:<0·0001). INTERPRETATION/CONCLUSIONS:Standardized CGM measures show a progression of dysglycemia from at-risk of T2D, to pre-T2D, and to T2D. Stratifying CGM readings by time of day and the range 140-180 mg/dL provides additional metrics to differentiate between the groups. FUNDING/BACKGROUND:US Department of Agriculture (Grant #2018-33800-28404) and NSF PATHS-UP ERC (Award #1648451).
PMCID:8093893
PMID: 33997745
ISSN: 2589-5370
CID: 5362742
Stabilized epithelial phenotype of cancer cells in primary tumors leads to increased colonization of liver metastasis in pancreatic cancer
Carstens, Julienne L; Yang, Sujuan; Correa de Sampaio, Pedro; Zheng, Xiaofeng; Barua, Souptik; McAndrews, Kathleen M; Rao, Arvind; Burks, Jared K; Rhim, Andrew D; Kalluri, Raghu
Pancreatic ductal adenocarcinoma (PDAC) is therapeutically recalcitrant and metastatic. Partial epithelial to mesenchymal transition (EMT) is associated with metastasis; however, a causal connection needs further unraveling. Here, we use single-cell RNA sequencing and genetic mouse models to identify the functional roles of partial EMT and epithelial stabilization in PDAC growth and metastasis. A global EMT expression signature identifies ∼50 cancer cell clusters spanning the epithelial-mesenchymal continuum in both human and murine PDACs. The combined genetic suppression of Snail and Twist results in PDAC epithelial stabilization and increased liver metastasis. Genetic deletion of Zeb1 in PDAC cells also leads to liver metastasis associated with cancer cell epithelial stabilization. We demonstrate that epithelial stabilization leads to the enhanced collective migration of cancer cells and modulation of the immune microenvironment, which likely contribute to efficient liver colonization. Our study provides insights into the diverse mechanisms of metastasis in pancreatic cancer and potential therapeutic targets.
PMCID:8078733
PMID: 33852841
ISSN: 2211-1247
CID: 5362722
Computed Tomography Radiomics Kinetics as Early Imaging Correlates of Osteoradionecrosis in Oropharyngeal Cancer Patients
Barua, Souptik; Elhalawani, Hesham; Volpe, Stefania; Al Feghali, Karine A; Yang, Pei; Ng, Sweet Ping; Elgohari, Baher; Granberry, Robin C; Mackin, Dennis S; Gunn, G Brandon; Hutcheson, Katherine A; Chambers, Mark S; Court, Laurence E; Mohamed, Abdallah S R; Fuller, Clifton D; Lai, Stephen Y; Rao, Arvind
Osteoradionecrosis (ORN) is a major side-effect of radiation therapy in oropharyngeal cancer (OPC) patients. In this study, we demonstrate that early prediction of ORN is possible by analyzing the temporal evolution of mandibular subvolumes receiving radiation. For our analysis, we use computed tomography (CT) scans from 21 OPC patients treated with Intensity Modulated Radiation Therapy (IMRT) with subsequent radiographically-proven ≥ grade II ORN, at three different time points: pre-IMRT, 2-months, and 6-months post-IMRT. For each patient, radiomic features were extracted from a mandibular subvolume that developed ORN and a control subvolume that received the same dose but did not develop ORN. We used a Multivariate Functional Principal Component Analysis (MFPCA) approach to characterize the temporal trajectories of these features. The proposed MFPCA model performs the best at classifying ORN vs. Control subvolumes with an area under curve (AUC) = 0.74 [95% confidence interval (C.I.): 0.61-0.90], significantly outperforming existing approaches such as a pre-IMRT features model or a delta model based on changes at intermediate time points, i.e., at 2- and 6-month follow-up. This suggests that temporal trajectories of radiomics features derived from sequential pre- and post-RT CT scans can provide markers that are correlates of RT-induced mandibular injury, and consequently aid in earlier management of ORN.
PMCID:8063205
PMID: 33898983
ISSN: 2624-8212
CID: 5362732
Revisiting the Rule of 500: Data Driven Insights from Sensor Augmented Pump Therapy [Meeting Abstract]
Barua, Souptik; Zhang, Angela; Sabharwal, Ashutosh; Desalvo, Daniel
ISI:000728369701124
ISSN: 0012-1797
CID: 5362872
Epithelial/mesenchymal identity dictates pancreatic cancer cell metastasis. [Meeting Abstract]
Carstens, Julienne L.; Yang, Sujuan; de Sampaio, Pedro Correa; Zheng, Xiaofeng; Barua, Souptik; McAndrews, Kathleen M.; Rao, Arvind; Burks, Jared K.; Rhim, Andrew D.; Kalluri, Raghu
ISI:000720117400076
ISSN: 0008-5472
CID: 5362862
18FDG Positron Emission Tomography Mining for Metabolic Imaging Biomarkers of Radiation-induced Xerostomia in Patients with Oropharyngeal Cancer [Meeting Abstract]
Fuller, Clifton; Elhalawani, Hesham; Cardenas, Carlos; Volpe, Stefania; Barua, Souptik; Stieb, Sonja; Rock, Calvin; Lin, Timothy; Yang, Pei; Wu, Haijun; Zaveri, Jhankruti; Elgohari, Baher; Abdallah, Lamiaa; Jethanandani, Amit; Mohamed, Abdallah S. R.; Court, Laurence E.; Hutcheson, Katherine; Gunn, Gary; Rosenthal, David; Frank, Steven; Garden, Adam; Rao, Arvind
ISI:000701779700130
ISSN: 0277-3732
CID: 5362852
Farming for life: impact of medical prescriptions for fresh vegetables on cardiometabolic health for adults with or at risk of type 2 diabetes in a predominantly Mexican-American population
Kerr, David; Barua, Souptik; Glantz, Namino; Conneely, Casey; Kujan, Mary; Bevier, Wendy; Larez, Arianna; Sabharwal, Ashutosh
INTRODUCTION/BACKGROUND:Poor diet is the leading cause of poor health in USA, with fresh vegetable consumption below recommended levels. We aimed to assess the impact of medical prescriptions for fresh (defined as picked within 72 hours) vegetables, at no cost to participants on cardiometabolic outcomes among adults (predominantly Mexican-American women) with or at risk of type 2 diabetes (T2D). METHODS:, a measure of long-term blood glucose control); self-reported sleep, mood and pain; vegetable, tortilla and soda consumption. After obtaining devices for this study, 66 of 72 participants asked, agreed to wear blinded continuous glucose monitors (CGM). RESULTS:fell by -0.35 (-0.8 to -0.1), p=0.009. For participants with paired CGM data (n=40), time in range 70-180 mg/dL improved (from 97.4% to 98.9%, p<0.01). Food insecurity (p<0.001), tortilla (p<0.0001) and soda (p=0.013) consumption significantly decreased. Self-reported sleep, mood and pain level scores also improved (all p<0.01). CONCLUSIONS:Medical prescriptions for fresh vegetables were associated with clinically relevant improvements in cardiovascular risk factors and quality of life variables (sleep, mood and pain level) in adults (predominantly Mexican-American and female) with or at risk of T2D. TRIAL REGISTRATION NUMBER/BACKGROUND:ClinicalTrials.gov Identifier: NCT03940300.
PMCID:7841821
PMID: 33521534
ISSN: 2516-5542
CID: 5362712
Mathematical Modeling of the Metastatic Colorectal Cancer Microenvironment Defines the Importance of Cytotoxic Lymphocyte Infiltration and Presence of PD-L1 on Antigen Presenting Cells
Lazarus, Jenny; Oneka, Morgan D; Barua, Souptik; Maj, Tomasz; Lanfranca, Mirna Perusina; Delrosario, Lawrence; Sun, Lei; Smith, J Joshua; D'Angelica, Michael I; Shia, Jinru; Fang, Jiayun M; Shi, Jiaqi; Di Magliano, Marina Pasca; Zou, Weiping; Rao, Arvind; Frankel, Timothy L
BACKGROUND:Although immune-based therapy has proven efficacious for some patients with microsatellite instability (MSI) colon cancers, a majority of patients receive limited benefit. Conversely, select patients with microsatellite stable (MSS) tumors respond to checkpoint blockade, necessitating novel ways to study the immune tumor microenvironment (TME). We used phenotypic and spatial data from infiltrating immune and tumor cells to model cellular mixing to predict disease specific outcomes in patients with colorectal liver metastases. METHODS:Formalin fixed paraffin embedded metastatic colon cancer tissue from 195 patients were subjected to multiplex immunohistochemistry (mfIHC). After phenotyping, the G-function was calculated for each patient and cell type. Data was correlated with clinical outcomes and survival. RESULTS:expression, respectively. Presence and engagement of antigen presenting cells (APC) and helper T cells (Th) were associated with greater TC-CTL mixing and improved 5-year disease specific survival compared to patients with a low degree of mixing (42% vs. 16%, p = 0.0275). Comparison of measured mixing to a calculated theoretical random mixing revealed that PD-L1 expression on APCs resulted in an environment where CTLs were non-randomly less associated with TCs, highlighting their biologic significance. CONCLUSION/CONCLUSIONS:Evaluation of immune interactions within the TME of metastatic colon cancer using mfIHC in combination with mathematical modeling characterized cellular mixing of TCs and CTLs, providing a novel strategy to better predict clinical outcomes while identifying potential candidates for immune based therapies.
PMID: 31250346
ISSN: 1534-4681
CID: 5362702
B7-H3 Expression in Merkel Cell Carcinoma-Associated Endothelial Cells Correlates with Locally Aggressive Primary Tumor Features and Increased Vascular Density
Aung, Phyu P; Parra, Edwin Roger; Barua, Souptik; Sui, Dawen; Ning, Jing; Mino, Barbara; Ledesma, Debora Alejandra; Curry, Jonathan L; Nagarajan, Priyadharsini; Torres-Cabala, Carlos A; Efstathiou, Eleni; Hoang, Anh G; Wong, Michael K; Wargo, Jennifer A; Lazar, Alexander J; Rao, Arvind; Prieto, Victor G; Wistuba, Ignacio; Tetzlaff, Michael T
PURPOSE:(X,Y) cell centroids, was used to estimate a colocalization index equivalent to the percentage of CD31-positive cell centroids that overlap with a B7-H3-positive cell centroid. RESULTS:= 0.0428) in primary MCC. Consistent with these findings, increasing colocalized expression of B7-H3 and CD31 correlated with increasing vascular density in primary MCC, but not metastatic MCC. CONCLUSIONS:Our results demonstrate that colocalized expression of B7-H3/CD31 is a poor prognostic indicator and suggest therapies targeting B7-H3 may represent an effective approach to augmenting immune-activating therapies for MCC.
PMCID:8211110
PMID: 30808776
ISSN: 1557-3265
CID: 5362682
Poor Response to Neoadjuvant Chemotherapy Correlates with Mast Cell Infiltration in Inflammatory Breast Cancer
Reddy, Sangeetha M; Reuben, Alexandre; Barua, Souptik; Jiang, Hong; Zhang, Shaojun; Wang, Linghua; Gopalakrishnan, Vancheswaran; Hudgens, Courtney W; Tetzlaff, Michael T; Reuben, James M; Tsujikawa, Takahiro; Coussens, Lisa M; Wani, Khalida; He, Yan; Villareal, Lily; Wood, Anita; Rao, Arvind; Woodward, Wendy A; Ueno, Naoto T; Krishnamurthy, Savitri; Wargo, Jennifer A; Mittendorf, Elizabeth A
Our understanding is limited concerning the tumor immune microenvironment of inflammatory breast cancer (IBC), an aggressive form of primary cancer with low rates of pathologic complete response to current neoadjuvant chemotherapy (NAC) regimens. We retrospectively identified pretreatment (N = 86) and matched posttreatment tissue (N = 27) from patients with stage III or de novo stage IV IBC who received NAC followed by a mastectomy. Immune profiling was performed including quantification of lymphoid and myeloid infiltrates by IHC and T-cell repertoire analysis. Thirty-four of 86 cases in this cohort (39.5%) achieved a pathologic complete response. Characterization of the tumor microenvironment revealed that having a lower pretreatment mast cell density was significantly associated with achieving a pathologic complete response to NAC (P = 0.004), with responders also having more stromal tumor-infiltrating lymphocytes (P = 0.035), CD8+ T cells (P = 0.047), and CD20+ B cells (P = 0.054). Spatial analysis showed close proximity of mast cells to CD8+ T cells, CD163+ monocytes/macrophages, and tumor cells when pathologic complete response was not achieved. PD-L1 positivity on tumor cells was found in fewer than 2% of cases and on immune cells in 27% of cases, but with no correlation to response. Our results highlight the strong association of mast cell infiltration with poor response to NAC, suggesting a mechanism of treatment resistance and a potential therapeutic target in IBC. Proximity of mast cells to immune and tumor cells may suggest immunosuppressive or tumor-promoting interactions of these mast cells.
PMCID:7053657
PMID: 31043414
ISSN: 2326-6074
CID: 5362692