scispace - formally typeset
Search or ask a question
Author

Ajay Nair

Bio: Ajay Nair is an academic researcher from Columbia University. The author has contributed to research in topics: Biology & Metastasis. The author has an hindex of 6, co-authored 17 publications receiving 128 citations. Previous affiliations of Ajay Nair include Monash University & Indian Institute of Technology Delhi.

Papers
More filters
Journal ArticleDOI
29 Apr 2021-Nature
TL;DR: In this paper, the authors performed single-nucleus RNA sequencing of about 116,000 nuclei from the lungs of nineteen individuals who died of COVID-19 and underwent rapid autopsy and seven control individuals.
Abstract: Respiratory failure is the leading cause of death in patients with severe SARS-CoV-2 infection1,2, but the host response at the lung tissue level is poorly understood. Here we performed single-nucleus RNA sequencing of about 116,000 nuclei from the lungs of nineteen individuals who died of COVID-19 and underwent rapid autopsy and seven control individuals. Integrated analyses identified substantial alterations in cellular composition, transcriptional cell states, and cell-to-cell interactions, thereby providing insight into the biology of lethal COVID-19. The lungs from individuals with COVID-19 were highly inflamed, with dense infiltration of aberrantly activated monocyte-derived macrophages and alveolar macrophages, but had impaired T cell responses. Monocyte/macrophage-derived interleukin-1β and epithelial cell-derived interleukin-6 were unique features of SARS-CoV-2 infection compared to other viral and bacterial causes of pneumonia. Alveolar type 2 cells adopted an inflammation-associated transient progenitor cell state and failed to undergo full transition into alveolar type 1 cells, resulting in impaired lung regeneration. Furthermore, we identified expansion of recently described CTHRC1+ pathological fibroblasts3 contributing to rapidly ensuing pulmonary fibrosis in COVID-19. Inference of protein activity and ligand–receptor interactions identified putative drug targets to disrupt deleterious circuits. This atlas enables the dissection of lethal COVID-19, may inform our understanding of long-term complications of COVID-19 survivors, and provides an important resource for therapeutic development. Lung samples collected soon after death from COVID-19 are used to provide a single-cell atlas of SARS-CoV-2 infection and the ensuing molecular changes.

286 citations

Journal ArticleDOI
TL;DR: In this article, the authors investigated the mechanism underlying the opposing functions of CAF and found that myofibroblastic CAF-expressed type I collagen suppressed tumor growth by mechanically restraining tumor spread, overriding its own stiffness-induced mechanosignals.
Abstract: Cancer-associated fibroblasts (CAF) may exert tumor-promoting and tumor-suppressive functions, but the mechanisms underlying these opposing effects remain elusive. Here, we sought to understand these potentially opposing functions by interrogating functional relationships among CAF subtypes, their mediators, desmoplasia, and tumor growth in a wide range of tumor types metastasizing to the liver, the most common organ site for metastasis. Depletion of hepatic stellate cells (HSC), which represented the main source of CAF in mice and patients in our study, or depletion of all CAF decreased tumor growth and mortality in desmoplastic colorectal and pancreatic metastasis but not in nondesmoplastic metastatic tumors. Single-cell RNA-Seq in conjunction with CellPhoneDB ligand-receptor analysis, as well as studies in immune cell-depleted and HSC-selective knockout mice, uncovered direct CAF-tumor interactions as a tumor-promoting mechanism, mediated by myofibroblastic CAF-secreted (myCAF-secreted) hyaluronan and inflammatory CAF-secreted (iCAF-secreted) HGF. These effects were opposed by myCAF-expressed type I collagen, which suppressed tumor growth by mechanically restraining tumor spread, overriding its own stiffness-induced mechanosignals. In summary, mechanical restriction by type I collagen opposes the overall tumor-promoting effects of CAF, thus providing a mechanistic explanation for their dual functions in cancer. Therapeutic targeting of tumor-promoting CAF mediators while preserving type I collagen may convert CAF from tumor promoting to tumor restricting.

82 citations

Journal ArticleDOI
TL;DR: Zafra et al. as mentioned in this paper established the first human forward genetic modeling of a commonly mutated tumor suppressor gene, ARID1A, by integrating diverse modalities including CRISPR/Cas9 genome editing, organoid culture, systems biology, and small-molecule screening to derive novel insights into early transformation mechanisms of ARID 1A-deficient gastric cancers.
Abstract: Mutations in ARID1A rank among the most common molecular aberrations in human cancer. However, oncogenic consequences of ARID1A mutation in human cells remain poorly defined due to lack of forward genetic models. Here, CRISPR/Cas9-mediated ARID1A knockout (KO) in primary TP53-/- human gastric organoids induced morphologic dysplasia, tumorigenicity, and mucinous differentiation. Genetic WNT/β-catenin activation rescued mucinous differentiation, but not hyperproliferation, suggesting alternative pathways of ARID1A KO-mediated transformation. ARID1A mutation induced transcriptional regulatory modules characteristic of microsatellite instability and Epstein-Barr virus-associated subtype human gastric cancer, including FOXM1-associated mitotic genes and BIRC5/survivin. Convergently, high-throughput compound screening indicated selective vulnerability of ARID1A-deficient organoids to inhibition of BIRC5/survivin, functionally implicating this pathway as an essential mediator of ARID1A KO-dependent early-stage gastric tumorigenesis. Overall, we define distinct pathways downstream of oncogenic ARID1A mutation, with nonessential WNT-inhibited mucinous differentiation in parallel with essential transcriptional FOXM1/BIRC5-stimulated proliferation, illustrating the general utility of organoid-based forward genetic cancer analysis in human cells. SIGNIFICANCE: We establish the first human forward genetic modeling of a commonly mutated tumor suppressor gene, ARID1A. Our study integrates diverse modalities including CRISPR/Cas9 genome editing, organoid culture, systems biology, and small-molecule screening to derive novel insights into early transformation mechanisms of ARID1A-deficient gastric cancers.See related commentary by Zafra and Dow, p. 1327.This article is highlighted in the In This Issue feature, p. 1307.

56 citations

Journal ArticleDOI
TL;DR: In this article , the authors investigated the role of hepatic stellate cells (HSCs) in hepatocellular carcinoma (HCC) development and showed that an increased imbalance between cytokine-producing and myofibroblastic HSCs during liver disease progression was associated with increased HCC risk.
Abstract: Hepatocellular carcinoma (HCC), the fourth leading cause of cancer mortality worldwide, develops almost exclusively in patients with chronic liver disease and advanced fibrosis1,2. Here we interrogated functions of hepatic stellate cells (HSCs), the main source of liver fibroblasts3, during hepatocarcinogenesis. Genetic depletion, activation or inhibition of HSCs in mouse models of HCC revealed their overall tumour-promoting role. HSCs were enriched in the preneoplastic environment, where they closely interacted with hepatocytes and modulated hepatocarcinogenesis by regulating hepatocyte proliferation and death. Analyses of mouse and human HSC subpopulations by single-cell RNA sequencing together with genetic ablation of subpopulation-enriched mediators revealed dual functions of HSCs in hepatocarcinogenesis. Hepatocyte growth factor, enriched in quiescent and cytokine-producing HSCs, protected against hepatocyte death and HCC development. By contrast, type I collagen, enriched in activated myofibroblastic HSCs, promoted proliferation and tumour development through increased stiffness and TAZ activation in pretumoural hepatocytes and through activation of discoidin domain receptor 1 in established tumours. An increased HSC imbalance between cytokine-producing HSCs and myofibroblastic HSCs during liver disease progression was associated with increased HCC risk in patients. In summary, the dynamic shift in HSC subpopulations and their mediators during chronic liver disease is associated with a switch from HCC protection to HCC promotion. Subpopulations of cytokine-producing and myofibroblastic hepatic stellate cells, identified by single-cell RNA sequencing, protect against or promote the development of hepatocellular carcinoma via high expression of hepatocyte growth factor or type I collagen, respectively..

44 citations


Cited by
More filters
Journal ArticleDOI
Toni Delorey1, Carly G. K. Ziegler, Graham Heimberg1, Rachelly Normand, Yiming Yang1, Yiming Yang2, Asa Segerstolpe1, Domenic Abbondanza1, Stephen J. Fleming1, Ayshwarya Subramanian1, Daniel T. Montoro1, Karthik A. Jagadeesh1, Kushal K. Dey2, Pritha Sen, Michal Slyper1, Yered Pita-Juárez, Devan Phillips1, Jana Biermann3, Zohar Bloom-Ackermann1, Nikolaos Barkas1, Andrea Ganna4, Andrea Ganna2, James Gomez1, Johannes C. Melms3, Igor Katsyv3, Erica Normandin1, Erica Normandin2, Pourya Naderi2, Pourya Naderi5, Yury Popov5, Yury Popov2, Siddharth S. Raju2, Siddharth S. Raju1, Sebastian Niezen2, Sebastian Niezen5, Linus T.-Y. Tsai, Katherine J. Siddle1, Katherine J. Siddle2, Malika Sud1, Victoria M. Tran1, Shamsudheen K. Vellarikkal1, Shamsudheen K. Vellarikkal6, Yiping Wang3, Liat Amir-Zilberstein1, Deepak Atri6, Deepak Atri1, Joseph M. Beechem7, Olga R. Brook5, Jonathan H. Chen1, Jonathan H. Chen2, Prajan Divakar7, Phylicia Dorceus1, Jesse M. Engreitz8, Jesse M. Engreitz1, Adam Essene5, Donna M. Fitzgerald2, Robin Fropf7, Steven Gazal9, Joshua Gould1, John Grzyb6, Tyler Harvey1, Jonathan L. Hecht5, Jonathan L. Hecht2, Tyler Hether7, Judit Jané-Valbuena1, Michael Leney-Greene1, Hui Ma2, Hui Ma1, Cristin McCabe1, Daniel E. McLoughlin2, Eric M. Miller7, Christoph Muus2, Christoph Muus1, Mari Niemi4, Robert F. Padera2, Robert F. Padera10, Robert F. Padera6, Liuliu Pan7, Deepti Pant5, Carmel Pe’er1, Jenna Pfiffner-Borges1, Christopher J. Pinto2, Jacob Plaisted6, Jason Reeves7, Marty Ross7, Melissa Rudy1, Erroll H. Rueckert7, Michelle Siciliano6, Alexander Sturm1, Ellen Todres1, Avinash Waghray2, Sarah Warren7, Shuting Zhang1, Daniel R. Zollinger7, Lisa A. Cosimi6, Rajat M. Gupta6, Rajat M. Gupta1, Nir Hacohen1, Nir Hacohen2, Hanina Hibshoosh3, Winston Hide, Alkes L. Price2, Jayaraj Rajagopal2, Purushothama Rao Tata11, Stefan Riedel2, Stefan Riedel5, Gyongyi Szabo5, Gyongyi Szabo2, Gyongyi Szabo1, Timothy L. Tickle1, Patrick T. Ellinor1, Deborah T. Hung1, Deborah T. Hung2, Pardis C. Sabeti, Richard M. Novak12, Robert S. Rogers2, Robert S. Rogers5, Donald E. Ingber2, Donald E. Ingber13, Donald E. Ingber12, Z. Gordon Jiang5, Z. Gordon Jiang2, Dejan Juric2, Mehrtash Babadi1, Samouil L. Farhi1, Benjamin Izar, James R. Stone2, Ioannis S. Vlachos, Isaac H. Solomon6, Orr Ashenberg1, Caroline B. M. Porter1, Bo Li2, Bo Li1, Alex K. Shalek, Alexandra-Chloé Villani, Orit Rozenblatt-Rosen1, Orit Rozenblatt-Rosen14, Aviv Regev 
29 Apr 2021-Nature
TL;DR: In this article, single-cell analysis of lung, heart, kidney and liver autopsy samples shows the molecular and cellular changes and immune response resulting from severe SARS-CoV-2 infection.
Abstract: COVID-19, which is caused by SARS-CoV-2, can result in acute respiratory distress syndrome and multiple organ failure1–4, but little is known about its pathophysiology. Here we generated single-cell atlases of 24 lung, 16 kidney, 16 liver and 19 heart autopsy tissue samples and spatial atlases of 14 lung samples from donors who died of COVID-19. Integrated computational analysis uncovered substantial remodelling in the lung epithelial, immune and stromal compartments, with evidence of multiple paths of failed tissue regeneration, including defective alveolar type 2 differentiation and expansion of fibroblasts and putative TP63+ intrapulmonary basal-like progenitor cells. Viral RNAs were enriched in mononuclear phagocytic and endothelial lung cells, which induced specific host programs. Spatial analysis in lung distinguished inflammatory host responses in lung regions with and without viral RNA. Analysis of the other tissue atlases showed transcriptional alterations in multiple cell types in heart tissue from donors with COVID-19, and mapped cell types and genes implicated with disease severity based on COVID-19 genome-wide association studies. Our foundational dataset elucidates the biological effect of severe SARS-CoV-2 infection across the body, a key step towards new treatments. Single-cell analysis of lung, heart, kidney and liver autopsy samples shows the molecular and cellular changes and immune response resulting from severe COVID-19 infection.

380 citations

Journal ArticleDOI
TL;DR: In this article , a review of organ-specific sequelae of post-COVID-19 syndromes is presented, elaborating on persistent inflammation, induced autoimmunity and putative viral reservoirs.
Abstract: The world continues to contend with successive waves of coronavirus disease 2019 (COVID-19), fueled by the emergence of viral variants. At the same time, persistent, prolonged and often debilitating sequelae are increasingly recognized in convalescent individuals, named 'post-COVID-19 syndrome' or 'long-haul COVID'. Clinical symptomatology includes fatigue, malaise, dyspnea, defects in memory and concentration and a variety of neuropsychiatric syndromes as the major manifestations, and several organ systems can be involved. The underlying pathophysiological mechanisms are poorly understood at present. This Review details organ-specific sequelae of post-COVID-19 syndromes and examines the underlying pathophysiological mechanisms available so far, elaborating on persistent inflammation, induced autoimmunity and putative viral reservoirs. Finally, we propose diagnostic strategies to better understand this heterogeneous disorder that continues to afflict millions of people worldwide.

302 citations

Book ChapterDOI
05 Oct 2011
TL;DR: This chapter contains sections titled: Learning Machine Statistical Learning Theory Types of Learning Methods Common Learning Tasks Model Estimation Review Questions and Problems References for further study.
Abstract: This chapter contains sections titled: Learning Machine Statistical Learning Theory Types of Learning Methods Common Learning Tasks Model Estimation Review Questions and Problems References for further study

245 citations

Journal ArticleDOI
TL;DR: In this paper, the clinical relevance of CAFs is summarized with an emphasis on their value as prognosis factors and therapeutic targets, including how these complex bimodal functions evolve and are subjugated by neoplastic cells.
Abstract: Cancer-associated fibroblasts (CAFs) found in primary and metastatic tumours are highly versatile, plastic and resilient cells that are actively involved in cancer progression through complex interactions with other cell types in the tumour microenvironment. As well as generating extracellular matrix components that contribute to the structure and function of the tumour stroma, CAFs undergo epigenetic changes to produce secreted factors, exosomes and metabolites that influence tumour angiogenesis, immunology and metabolism. Because of their putative pro-oncogenic functions, CAFs have long been considered an attractive therapeutic target; however, clinical trials of treatment strategies targeting CAFs have mostly ended in failure and, in some cases, accelerated cancer progression and resulted in inferior survival outcomes. Importantly, CAFs are heterogeneous cells and their characteristics and interactions with other cell types might change dynamically as cancers evolve. Studies involving single-cell RNA sequencing and novel mouse models have increased our understanding of CAF diversity, although the context-dependent roles of different CAF populations and their interchangeable plasticity remain largely unknown. Comprehensive characterization of the tumour-promoting and tumour-restraining activities of CAF subtypes, including how these complex bimodal functions evolve and are subjugated by neoplastic cells during cancer progression, might facilitate the development of novel diagnostic and therapeutic approaches. In this Review, the clinical relevance of CAFs is summarized with an emphasis on their value as prognosis factors and therapeutic targets.

233 citations

Journal ArticleDOI
TL;DR: In this paper , the authors explore recent clinical and experimental advances regarding SARS-CoV-2 pathophysiology and discuss potential mechanisms behind acute respiratory distress syndrome (ARDS), specifically focusing on new insights obtained using novel technologies such as single-cell omics, organoid infection models and CRISPR screens.
Abstract: The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused a devastating pandemic. Although most people infected with SARS-CoV-2 develop a mild to moderate disease with virus replication restricted mainly to the upper airways, some progress to having a life-threatening pneumonia. In this Review, we explore recent clinical and experimental advances regarding SARS-CoV-2 pathophysiology and discuss potential mechanisms behind SARS-CoV-2-associated acute respiratory distress syndrome (ARDS), specifically focusing on new insights obtained using novel technologies such as single-cell omics, organoid infection models and CRISPR screens. We describe how SARS-CoV-2 may infect the lower respiratory tract and cause alveolar damage as a result of dysfunctional immune responses. We discuss how this may lead to the induction of a 'leaky state' of both the epithelium and the endothelium, promoting inflammation and coagulation, while an influx of immune cells leads to overexuberant inflammatory responses and immunopathology. Finally, we highlight how these findings may aid the development of new therapeutic interventions against COVID-19.

221 citations