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Masood, A.

Publications and source records attributed to Masood, A..

10 recordsLinked to original sources

LightSuite: scalable atlas registration and cell detection across the central nervous system

Deciphering brain-wide circuits requires large animal cohorts, yet computational bottlenecks in atlas registration and whole-volume cell detection reduce precision, reproducibility, and sample yield. We present LightSuite, an open-source framework enabling scalable, multimodal registration and cellular mapping across the central nervous system (CNS). LightSuite combines damage-resilient 3D point-cloud initialization with user-steerable non-rigid registration, and GPU-accelerated local background normalization for rapid, illumination-invariant cell detection. Applying LightSuite to Fos-dependent activity labeling in mice, we extracted reproducible, layer-resolved profiles of active cell density, soma-size distributions and per-animal labeling-efficiency factors. LightSuite computationally untwists and registers cleared spinal cords to map myeloarchitecture, reconstructs serial wide-field histology to map surface GluA1 distributions, resolves optic fiber tracks, and aligns in vivo functional ultrasound hemodynamics into common atlas coordinates. LightSuite establishes an integrated, accessible platform for cohort-level structural, molecular, and functional CNS mapping.

neuroscience↗

Matched pancreatic cancer liver metastatic model system reveals cancer cell-dependent organotropism and site-specific tumor microenvironment reflective of human disease

Background: Pancreatic ductal adenocarcinoma (PDAC) mortality is driven largely by liver metastatic disease; however, the malignant cell states and tumor microenvironmental features of PDAC liver metastases remain obscure. Methods: We developed a transplant model system of matched pancreatic and liver tumors to study PDAC metastatic progression. Using this model, we identified murine PDAC cell lines with distinct liver metastatic capacities and performed multiomic profiling of matched primary pancreatic and metastatic liver tumors. Transcriptional programs associated with high and low liver tropism were defined and evaluated across tumor models and independent human PDAC datasets. Spatial and tumor-immune interaction analyses were used to characterize microenvironmental niches, immune composition, and cellular relationships within primary and metastatic tumors. Results: A high-liver-tropic transcriptional program was enriched in high liver-tropic cell lines and malignant cells within liver metastases, conserved across human PDAC datasets, and associated with inferior patient survival. High- and low-liver-tropic tumor states occupied distinct liver microenvironmental niches and exhibited different tumor-immune communication networks, accompanied by local and systemic changes in immune composition. Liver metastases also displayed features of enhanced immunosuppression, including increased proximity of CD4+ and CD8+ T cells to tumor cells and greater spatial association between regulatory T cells and exhausted CD8+ T cells. Conclusions: These findings identify conserved PDAC cell states associated with differential liver metastatic capacity and demonstrate that liver metastasis is accompanied by spatial and immunologic remodeling of the tumor microenvironment. Together, the study provides a framework for understanding how tumor-intrinsic metastatic programs interact with site-specific immune ecosystems in PDAC.

cancer biology↗

ProAgio, a Novel Integrin αvβ3 Targeted Cytotoxin, Suppresses Tumor Growth and Reprograms the PDAC Microenvironment

BackgroundPancreatic ductal adenocarcinoma (PDAC) is characterized by a dense, hypoxic and immune-suppressive tumor microenvironment (TME). Integrin v{beta}3-expressing cells, including endothelial and cancer-associated fibroblasts (CAFs), contribute to the development of this TME. ProAgio is a novel cytotoxin that targets integrin v{beta}3-expressing cells. ProAgio is currently in clinical trials. We have previously shown that the combination of GPH (gemcitabine, paricalcitol, and hydroxychloroquine) influences PDAC TME. Based on the overlapping mechanisms of action, we hypothesized that ProAgio could potentiate effects of GPH and enhance its anti-tumor immunity. MethodsPatient-derived xenograft (PDX) and orthotopic models of PDAC were used to assess the therapeutic activity and mechanism of action of ProAgio in combination with GPH. Immunohistochemistry was used to evaluate hypoxia, EMT and angiogenesis. Changes in the immune cells were measured with multi-parameter flow cytometry. Dynamic contrast-enhanced MRI (DCE-MRI) was used to study tumor perfusion in mice and patients (NCT06182072). FindingsProAgio potentiated the growth inhibitory effects of GPH in PDX and orthotopic models by depleting integrin {beta}3 expressing cells, leading to ECM remodeling, reduced vascular leakage, improved hypoxia, and reversed EMT. DCE-MRI showed a significant increase in tumor perfusion following ProAgio treatment in mice and patients (NCT06182072). Immune profiling revealed that the combination treatment significantly increased the infiltration of {gamma}{delta} T cells, natural killer T (NKT) cells, CD4+ effector T cells, and M1-like macrophages. Furthermore, the combination treatment reduced the expression of myofibroblastic CAFs (myCAFs), further supporting the immunomodulatory and stromal normalizing effects of GPH and ProAgio. ConclusionTargeting integrin v{beta}3 using ProAgio modulates the PDAC TME by improving perfusion, reducing hypoxia, reversing EMT, and alleviating immune suppression. ProAgio potentiates the effects of GPH therapy, which should be evaluated in future trials.

cancer biology↗

Candida albicans infiltrates colon and rectal cancers causing therapeutic resistance and decreased survival

The microbiome is increasingly recognized as a modifier of cancer progression and therapy response, yet the role of intratumoral fungi remains poorly defined. Here, we identify Candida albicans colonization within human colorectal tumors as a predictor of reduced survival and impaired radiation response. Leveraging the Oncology Research Information Exchange Network (ORIEN) cohort, we show that high intratumoral Candida burden is associated with decreased survival across multiple gastrointestinal cancers, with the strongest treatment-specific effect in rectal cancer patients receiving radiotherapy. This observation was validated in independent rectal cancer cohorts using RNA sequencing and quantitative PCR. In immune-competent murine colorectal cancer models, oral gavage of C. albicans resulted in intratumoral colonization, accelerated tumor growth, and radiation resistance, effects not observed with Saccharomyces cerevisiae or PBS controls. Colonized tumors exhibited increased hypoxia, altered metabolic and transcriptional programs, and distinct expression of genes linked to cytokine signaling and cell survival. Hypoxia conditioned C. albicans secreted metabolites that directly conferred radiation resistance to colorectal cancer cells in vitro, implicating a cancer cell intrinsic mechanism independent of immune signaling. Untargeted metabolomics revealed enrichment of nucleosides and lipid oxidation intermediates under hypoxia, suggesting that C. albicans metabolites may provide substrates facilitating tumor recovery after irradiation. These findings establish C. albicans as a causal modifier of tumor biology and radiation response, highlighting intratumoral fungi as future potential therapeutic targets. Modulating fungal colonization or metabolism may improve radiotherapy outcomes and broaden our understanding of interactions between microbes and tumors.

cancer biology↗

Primary tumor microbiomes predict distant metastasis of colorectal cancer

Metastasis causes most cancer-related deaths in colorectal carcinoma (CRC), and microbiome markers may have prognostic value. We hypothesized that primary tumor microbiomes predict distant metastases. We analyzed 5-year metastasis-free survival (MFS) in a retrospective cohort of 900 ORIEN CRC tumor microbiomes (RNAseq). ORIEN findings were validated on an independent cohort using 16S rDNA sequencing and pathobiont-specific qPCR. Microbiome alpha diversity was higher in primary tumors than metastases and positively correlated with metastasis risk. Microbiome beta diversity distinguished primary vs. metastasis and predicted 5-year MFS. High primary tumor abundance of B. fragilis and low F. nucleatum were associated with short MFS. Enterobacteriaceae, including E. coli, were enriched in metastases. qPCR identified increased enterotoxigenic B. fragilis and pks+ E. coli detection in CRC metastasizers. Microbial co-occurrence analysis identified a 3-species clique that predicts metastasis (OR 1.9 [1.4-2.6]). Results suggest that primary tumor microbiomes and specific pathobionts are precision markers for metastasis risk.

cancer biology↗

LSD1 inhibition attenuates targeted therapy-induced lineage plasticity in BRAFV600E colorectal cancer

BRAF activating mutations occur in approximately 10% of metastatic colorectal cancer (CRCs) and are associated with worse prognosis due to an inferior response to standard chemotherapy. Standard of care for patients with refractory metastatic BRAFV600E CRC is treatment with BRAF and EGFR inhibitors. However, responses are not durable. Lineage plasticity to neuroendocrine cancer is an emerging mechanism of targeted therapy resistance in several cancer types. Enteroendocrine cells (EECs), the neuroendocrine cell of the intestine, are uniquely present in BRAFV600ECRC as compared to BRAF wildtype CRC. Here, we demonstrated that combined BRAF and EGFR inhibition enriches for EECs in several models of BRAFV600ECRC. Additionally, EECs and other secretory cell types were enriched in a subset of BRAFV600E CRC patient samples following targeted therapy. Importantly, inhibition of the lysine demethylase LSD1 with a clinically relevant inhibitor attenuated targeted therapy-induced EEC enrichment through blocking the interaction of LSD1, CoREST2 and STAT3. Statement of SignificanceOur findings that BRAF plus EGFR inhibition induces lineage plasticity in BRAFV600E CRC represents a new paradigm for how resistance to BRAF plus EGFR inhibition occurs and our finding that LSD1 inhibition blocks lineage plasticity has the potential to improve responses to BRAF plus EGFR inhibitor therapy in patients.

cancer biology↗

Amplitude and phase coupling optimize information transfer between brain networks that function at criticality

Brain function depends on segregation and integration of information processing in brain networks often separated by long-range anatomical connections. Neuronal oscillations orchestrate such distributed processing through transient amplitude and phase coupling, yet surprisingly little is known about local network properties facilitating these functional connections. Here, we test whether criticality--a dynamical state characterized by scale-free oscillations--optimizes the capacity of neuronal networks to couple through amplitude or phase, and transfer information. We coupled in silico networks with varying excitatory and inhibitory connectivity, and found that phase coupling emerges at criticality, and that amplitude coupling, as well as information transfer, are maximal when networks are critical. Importantly, regulating criticality through neuromodulation of synaptic strength showed that critical dynamics--as opposed to a static ratio of excitatory and inhibitory connections--optimize network coupling and information transfer. Our data support the idea that criticality is important for local and global information processing and may help explain why brain disorders characterized by local alterations in criticality also exhibit impaired long-range synchrony, even prior to degeneration of axonal connections.

neuroscience↗

Redefining tumor classification and clinical stratification through a colorectal cancer single-cell atlas

Colorectal cancer (CRC), a disease of high incidence and mortality, has had few treatment advances owing to a large degree of inter- and intratumoral heterogeneity. Attempts to classify subtypes of colorectal cancer to develop treatment strategies has been attempted by Consensus Molecular Subtypes (CMS) classification. However, the cellular etiology of CMS classification is incompletely understood and controversial. Here, we generated and analyzed a single-cell transcriptome atlas of 49,859 CRC cells from 16 patients, validated with an additional 31,383 cells from an independent CRC patient cohort. We describe subclonal transcriptomic heterogeneity of CRC tumor epithelial cells, as well as discrete stromal populations of cancer-associated fibroblasts (CAFs). Within CRC CAFs, we identify the transcriptional signature of specific subtypes (CAF-S1 and CAF-S4) in more than 1,500 CRC patients using bulk transcriptomic data that significantly stratifies overall survival in multiple independent cohorts. We also uncovered two CAF-S1 subpopulations, ecm-myCAF and TGF{beta}-myCAF, known to be associated with primary resistance to immunotherapies. We demonstrate that scRNA analysis of malignant, stromal, and immune cells exhibit a more complex picture than portrayed by bulk transcriptomic-based Consensus Molecular Subtypes (CMS) classification. By demonstrating an abundant degree of heterogeneity amongst these cell types, our work shows that CRC is best represented in a transcriptomic continuum crossing traditional classification systems boundaries. Overall, this CRC cell map provides a framework to re-evaluate CRC tumor biology with implications for clinical trial design and therapeutic development.

cancer biology↗

Role of nitric oxide in improving seed germination and alleviation of copper-induced photosynthetic inhibition in Indian mustard

Heavy metal stress limits crop production through its effects on seed germination and photosynthesis. Nitric oxide (NO), a versatile signaling molecule, plays a significant role in heavy metal stress tolerance. In the present investigation, the efficacy of NO application in the alleviation of copper (Cu) induced adverse impact on seed germination and photosynthesis of mustard plant (Brassica juncea L.) was evaluated. Pretreatment with NO donor sodium nitroprusside (SNP), significantly improved seed germination and alleviated Cu-accrued oxidative stress in B. juncea seeds. However, in the absence of NO, Cu showed a higher reduction in seed germination rate. Further, NO modulated the activities of antioxidant enzymes and sustained the lower level of lipid peroxidation by reducing H2O2, and thiobarbituric acid reactive substances (TBARS), thereby elevated the antioxidative capacity in Cu-exposed seeds. Seeds pretreated with NO also retained higher amylase activities for the proper seed germination when compared with control. NO mitigated Cu toxicity through an improved antioxidant system, and reducing Cu-induced accumulation of reactive oxygen species (ROS), reduction in lipid peroxidation improving photosynthetic efficiency and growth of the mustard plant. It may concluded that NO improved amylase activity, modulated activity of antioxidant enzymes, and enhanced the germination rate seeds under Cu stress, thereby improved photosynthesis and growth.

plant biology↗

Comparative Proteogenomic Analysis of Right-sided Colon Cancer, Left-sided Colon Cancer and Rectal Cancers Reveal Distinct Mutational Profiles.

To understand the molecular differences between right-sided colon cancer (RCC), left-sided colon cancer (LCC) and rectal cancer, we analyzed colorectal tumors at the DNA, RNA, miRNA and protein levels using previously sequenced data from The Cancer Genome Atlas and Memorial Sloan Kettering Cancer Center. Clonal evolution analysis identified the same tumor-initiating events involving APC, KRAS and TP53 genes in RCC, LCC and rectal cancers. However, the individual role-played by each event, their order in tumor dynamics and selection of downstream mutations were distinct in all three anatomical locations, with some similarities noted between LCC and rectal cancer. We found a potentially targetable alteration APC R1450* specific to RCC that has not been previously described. Differential gene expression analysis revealed multiple genes within the homeobox, G-protein coupled receptor binding and transcription regulation families were dysregulated in RCC, LCC, and rectal cancers and may have a pathological role in these cancers. Further, using a novel in silico proteomic analytic tool developed by our research group, we found distinct central or hub proteins with unique interactomes in each location. Protein expression signatures were not necessarily concordant with the tumor profiles obtained at the DNA and RNA levels, underscoring the relevance of post-transcriptional events in defining the biology of these cancers beyond molecular changes at the DNA and/or RNA level. Ultimately, not only tumor location and the respective genomic profile but also protein-protein interactions will need to be taken into account to improve treatment outcomes of colorectal cancers. Further studies that take into account the alterations found in this study may help in developing more tailored, and perhaps more effective, treatment strategies.\n\nAuthor summaryPatients with right-sided colon cancer (RCC) has a worse prognosis compared to left-sided colon cancer (LCC). Recent data has also shown that wild-type RAS metastatic RCCs have poor outcomes when treated with the combination of chemotherapy and anti-EGFR therapy compared to LCC and rectal cancers. Therefore, There is an urgent unmet need to understand the molecular differences between RCC, LCC, and rectal cancers. In this study, we demonstrate clonal evolutionary trajectory and the order of mutations in RCC, LCC, and rectal cancers are distinct with some similarities between LCC and rectal cancers. The order of the mutations that lead to the acquisition of crucial driver alterations may have prognostic and therapeutic implications. We also discovered a novel targetable alteration, APC R1450* to be significantly enriched in early, late and metastatic RCC but not in LCC and rectal cancers. Amazingly, proteomic signatures were discordant with DNA and RNA levels. These distinct differences in DNA, RNA and post-transcriptional events may contribute to their unique clinicopathological features.\n\nConflict of Interest StatementAshiq Masood Advisory board and speaker Bureau Bristol-Myers Squibb and Boehringer Ingelheim\n\nJanakiraman Subramanian Advisory board - Astra Zeneca, Pfizer, Boehringer Ingelheim, Alexion, Paradigm, Bristol-Myers Squibb Speakers Bureau - Astra Zeneca, Boehringer Ingelheim, Lilly Research Support - Biocept and Paradigm\n\nArif Hussain Advisory board - Novartis, Bayer, Astra Zeneca Consultant - Bristol-Myers-Squibb All other authors have no conflict of interest.

genomics↗