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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
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
B7-H3 Expression in Merkel Cell Carcinoma-associated Endothelial Cells Correlates with Locally Aggressive Primary Tumor Features and Increased Vascular Density [Meeting Abstract]
Aung, Phyu; Parra, Edwin; Barua, Souptik; Mino, Barbara; Curry, Jonathan; Nagarajan, Priyadharsini; Torres-Cabala, Carlos; Lazar, Alexander; Prieto, Victor; Wistuba, Ignacio; Tetzlaff, Michael
ISI:000478915500451
ISSN: 0893-3952
CID: 5362842
B7-H3 Expression in Merkel Cell Carcinoma-associated Endothelial Cells Correlates with Locally Aggressive Primary Tumor Features and Increased Vascular Density [Meeting Abstract]
Aung, Phyu; Parra, Edwin; Barua, Souptik; Mino, Barbara; Curry, Jonathan; Nagarajan, Priyadharsini; Torres-Cabala, Carlos; Lazar, Alexander; Prieto, Victor; Wistuba, Ignacio; Tetzlaff, Michael
ISI:000478081100469
ISSN: 0023-6837
CID: 5362832
Spatial interaction of tumor cells and regulatory T cells correlates with survival in non-small cell lung cancer
Barua, Souptik; Fang, Penny; Sharma, Amrish; Fujimoto, Junya; Wistuba, Ignacio; Rao, Arvind U K; Lin, Steven H
OBJECTIVES:To determine the prognostic significance of spatial proximity of lung cancer cells and specific immune cells in the tumor microenvironment. MATERIALS AND METHODS:We probed formalin-fixed, paraffin-embedded (FFPE) tissue microarrays using a novel tyramide signal amplification multiplexing technique labelling CD8, CD4, Foxp3, and CD68+ cells. Each multiplex stained immunohistochemistry slide was digitally processed by Vectra INFORMS software, and an X- and Y-coordinate assigned to each labeled cell type. The abundance and spatial location of each cell type and their proximity to one another was analyzed using a novel application of the G-cross spatial distance distribution method which computes the probability of finding at least one immune cell of any given type within a rμm radius of a tumor cell. Cox proportional hazards multiple regression was used for multivariate analysis of the influence of proximity of lymphocyte types. RESULTS:Pathologic tumor specimens from 120 NSCLC patients with pathologic tumor stage I-III disease were analyzed. On univariate analysis, age (P = .0007) and number of positive nodes (P = .0014) were associated with overall survival. Greater area under the curve (AUC) of the G-cross function for tumor cell-Treg interactions was significantly associated with worse survival adjusting for age and number of positive nodes (HR 1.52 (1.11-2.07), P = .009). Greater G-cross AUC for T-reg-CD8 was significantly associated with better survival adjusting for age and number of positive lymph nodes (HR 0.96 (0.92-0.99), P = .042). CONCLUSION:Increased infiltration of regulatory T cells into core tumor regions is an independent predictor of worse overall survival in NSCLC. However, increased infiltration of CD8+ cytotoxic T cells among regulatory T cells seems to mitigate this effect and was significantly associated with better survival. Validation of the G-cross method of measuring spatial proximity between tumor and immune cell types and exploration of its use as a prognostic factor in lung cancer treatment is warranted.
PMCID:6294443
PMID: 29409671
ISSN: 1872-8332
CID: 5362662
Lymphoid and myeloid cell characterization of inflammatory breast cancer tumor microenvironment and correlation to pathological complete response [Meeting Abstract]
Reddy, Sangeetha M.; Reuben, Alexandre; Jiang, Hong; Roszik, Jason; Tetzlaff, Michael T.; Reuben, James; Wang, Linghua; Tsujikawa, Takahiro; Barua, Souptik; Rao, Arvind; Villareal, Lily; Wood, Anita; Woodward, Wendy; Ueno, Naoto T.; Krishnamurthy, Savitri; Wargo, Jennifer A.; Mittendorf, Elizabeth A.
ISI:000425489401022
ISSN: 0008-5472
CID: 5362792
Multiplex Immunofluorescence (mIF) and Novel Computational Method Demonstrates Co-expression of B7-H3 in Tumor-associated CD31+Endothelium of Merkel Cell Carcinoma (MCC) [Meeting Abstract]
Aung, Phyu; Barua, Souptik; Parra, Edwin R.; Mino, Barbara; Curry, Jonathan; Nagarajan, Priyadharsini; Torres-Cabala, Carlos; Lazar, Alexander; Rao, Arvind; Wistuba, Ignacio; Prieto, Victor; Tetzlaff, Michael
ISI:000459341004003
ISSN: 0023-6837
CID: 5362822