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result(s) for
"Karpova, Alla"
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ACC neural ensemble dynamics are structured by strategy prevalence
2023
Medial frontal cortical areas are thought to play a critical role in the brain’s ability to flexibly deploy strategies that are effective in complex settings, yet the underlying circuit computations remain unclear. Here, by examining neural ensemble activity in male rats that sample different strategies in a self-guided search for latent task structure, we observe robust tracking during strategy execution of a summary statistic for that strategy in recent behavioral history by the anterior cingulate cortex (ACC), especially by an area homologous to primate area 32D. Using the simplest summary statistic – strategy prevalence in the last 20 choices – we find that its encoding in the ACC during strategy execution is wide-scale, independent of reward delivery, and persists through a substantial ensemble reorganization that accompanies changes in global context. We further demonstrate that the tracking of reward by the ACC ensemble is also strategy-specific, but that reward prevalence is insufficient to explain the observed activity modulation during strategy execution. Our findings argue that ACC ensemble dynamics is structured by a summary statistic of recent behavioral choices, raising the possibility that ACC plays a role in estimating – through statistical learning – which actions promote the occurrence of events in the environment.
Journal Article
Network Resets in Medial Prefrontal Cortex Mark the Onset of Behavioral Uncertainty
by
Karlsson, Mattias P.
,
Karpova, Alla Y.
,
Tervo, Dougal G. R.
in
Animal behavior
,
Animal cognition
,
Animals
2012
Regions within the prefrontal cortex are thought to process beliefs about the world, but little is known about the circuit dynamics underlying the formation and modification of these beliefs. Using a task that permits dissociation between the activity encoding an animal's internal state and that encoding aspects of behavior, we found that transient increases in the volatility of activity in the rat medial prefrontal cortex accompany periods when an animal's belief is modified after an environmental change. Activity across the majority of sampled neurons underwent marked, abrupt, and coordinated changes when prior belief was abandoned in favor of exploration of alternative strategies. These dynamics reflect network switches to a state of instability, which diminishes over the period of exploration as new stable representations are formed.
Journal Article
Magnetic voluntary head-fixation in transgenic rats enables lifespan imaging of hippocampal neurons
2024
The precise neural mechanisms within the brain that contribute to the remarkable lifetime persistence of memory are not fully understood. Two-photon calcium imaging allows the activity of individual cells to be followed across long periods, but conventional approaches require head-fixation, which limits the type of behavior that can be studied. We present a magnetic voluntary head-fixation system that provides stable optical access to the brain during complex behavior. Compared to previous systems that used mechanical restraint, there are no moving parts and animals can engage and disengage entirely at will. This system is failsafe, easy for animals to use and reliable enough to allow long-term experiments to be routinely performed. Animals completed hundreds of trials per session of an odor discrimination task that required 2–4 s fixations. Together with a reflectance fluorescence collection scheme that increases two-photon signal and a transgenic Thy1-GCaMP6f rat line, we are able to reliably image the cellular activity in the hippocampus during behavior over long periods (median 6 months), allowing us track the same neurons over a large fraction of animals’ lives (up to 19 months).
Head-fixation system is widely used in neuroscience research but has limitations in application due to restraint. Here the authors developed a magnetic voluntary head-fixation system that allows stable rat hippocampal imaging during complex behaviors.
Journal Article
Epigenetic and transcriptomic characterization reveals progression markers and essential pathways in clear cell renal cell carcinoma
2023
Identifying tumor-cell-specific markers and elucidating their epigenetic regulation and spatial heterogeneity provides mechanistic insights into cancer etiology. Here, we perform snRNA-seq and snATAC-seq in 34 and 28 human clear cell renal cell carcinoma (ccRCC) specimens, respectively, with matched bulk proteogenomics data. By identifying 20 tumor-specific markers through a multi-omics tiered approach, we reveal an association between higher ceruloplasmin (
CP
) expression and reduced survival.
CP
knockdown, combined with spatial transcriptomics, suggests a role for CP in regulating hyalinized stroma and tumor-stroma interactions in ccRCC. Intratumoral heterogeneity analysis portrays tumor cell-intrinsic inflammation and epithelial-mesenchymal transition (EMT) as two distinguishing features of tumor subpopulations. Finally,
BAP1
mutations are associated with widespread reduction of chromatin accessibility, while
PBRM
1 mutations generally increase accessibility, with the former affecting five times more accessible peaks than the latter. These integrated analyses reveal the cellular architecture of ccRCC, providing insights into key markers and pathways in ccRCC tumorigenesis.
Tumour heterogeneity in clear cell renal cell carcinoma (ccRCC) remains to be investigated. Here, the integration of spatial omics, transcriptional and chromatin accessibility profiling at the single-nucleus level and bulk proteogenomics data reveal markers and pathways important for ccRCC.
Journal Article
Dynamic host immune response in virus-associated cancers
2019
Viruses drive carcinogenesis in human cancers through diverse mechanisms that have not been fully elucidated but include promoting immune escape. Here we investigated associations between virus-positivity and immune pathway alteration for 2009 tumors across six virus-related cancer types. Analysis revealed that for 3 of 72 human papillomavirus (HPV)-positive head and neck squamous cell carcinoma (HNSC) the HPV genome integrated in immune checkpoint genes
PD-L1
or
PD-L2
, driving elevated expression in the corresponding gene. In addition to the previously described upregulation of the PD-1 immunosuppressive pathway in Epstein-Barr virus (EBV)-positive stomach tumors, we also observed upregulation of the PD-1 pathway in cytomegalovirus (CMV)-positive tumors. Furthermore, we found signatures of T-cell and B-cell response in HPV-positive HNSC and EBV-positive stomach tumors and HPV-positive HNSC patients were associated with better survival when T-cell signals were detected. Our work reveals that viral infection may recruit immune effector cells, and upregulate PD-1 and CTLA-4 immunosuppressive pathways.
Cao et al. show that human papillomavirus-positive, head and neck squamous cell carcinoma patients are associated with better survival when T-cells are activated. This study suggests that viral infection may recruit immune effector cells and that it may activate PD-1 and CTLA-4 immunosuppressive pathways.
Journal Article
Interferon Regulatory Factor-3 is an in vivo Target of DNA-PK
2002
Eukaryotic cells have evolved complex signaling networks to sense environmental stress and to repair stress-induced damage. IFN regulatory factor-3 (IRF-3) is a transcription factor that plays a central role in the host response to viral infection. Although the main activity of IRF-3 characterized to date has been its role in the induction of IFN-α and -β after virus infection, recent evidence indicates additional roles for IRF-3 in the response to DNA damage and in virus-induced apoptosis. Here we identify IRF-3 as the first in vivo target for DNA-dependent protein kinase (DNA-PK). Phosphorylation of IRF-3 by DNA-PK after virus infection results in its nuclear retention and delayed proteolysis. These results expand the known roles of DNA-PK and provide a functional link between the cellular machineries that regulate the innate immune response and that sense and respond to DNA damage. As such this study contributes to a more integrated view of the cellular responses to various cellular stress signals.
Journal Article
Epigenetic Mechanisms and Senescence in Aging and Cancer
2024
Aging is marked by the progressive decline of cellular and organ function. This process often manifests through DNA damage, epigenomic alterations, telomere shortening, and metabolic or mitochondrial dysfunction. As DNA damage and other stressors accumulate, cells take measures to prevent malignant transformation. One such measure is cellular senescence, a state of irreversible cell cycle arrest that halts the growth of pre-malignant cells. When cells are unable to enter senescence due to high levels of genomic alterations, they typically undergo apoptosis or necrosis. However, if mutations affect key driver genes, allowing cells to evade death, they may become malignant, continuing to divide, grow, metastasize, and ultimately harm surrounding tissue—leading to death if untreated. As cancer advances, it accumulates additional genomic alterations that drive its progression toward metastasis, the primary cause of cancer-related deaths. However, mutation alone does not fully explain cancer progression, highlighting the need to explore the role of epigenetic plasticity in this process. This dissertation offers a detailed examination of the epigenetic factors - both cis- and trans-regulatory elements - that contribute to cancer progression from normal tissue to primary tumors and, eventually, to metastasis. These findings emphasize the critical role of the epigenome in shaping cancer cell plasticity, where the coordination of enhancer accessibility and transcription factor binding with gene expression drives tumor evolution.While senescence plays a role in cancer prevention, the excessive accumulation of senescent cells can be harmful and even promote tumorigenesis. First, the buildup of these cells disrupts tissue structure, contributing to age-related organ dysfunction and diseases. Second, senescent cells secrete inflammatory proteins and extracellular matrix remodeling factors, driving systemic inflammation and creating an environment conducive to cancer. Conversely, cancer can also influence the levels of senescence in tissues. The tumor microenvironment can induce senescence in normal stromal cells within the tumor and potentially in surrounding tissues. Furthermore, cancer treatments - especially those involving DNA-damaging agents - can exacerbate senescence in normal tissues. In this dissertation, I provide the first comprehensive characterization of senescent cell populations in the human liver, examining their presence during normal aging and diseases such as fibrosis. I also elucidate senescent populations in the liver and tumor microenvironment in the context of metastatic colorectal cancer and systemic chemotherapy. These findings not only deepen our understanding of the molecular foundations of cancer progression and liver function decline but also offer potential targets for mitigating both processes by focusing on their shared epigenetic and senescence-related pathways.
Dissertation
Epigenetic regulation during cancer transitions across 11 tumour types
Chromatin accessibility is essential in regulating gene expression and cellular identity, and alterations in accessibility have been implicated in driving cancer initiation, progression and metastasis
1
–
4
. Although the genetic contributions to oncogenic transitions have been investigated, epigenetic drivers remain less understood. Here we constructed a pan-cancer epigenetic and transcriptomic atlas using single-nucleus chromatin accessibility data (using single-nucleus assay for transposase-accessible chromatin) from 225 samples and matched single-cell or single-nucleus RNA-sequencing expression data from 206 samples. With over 1 million cells from each platform analysed through the enrichment of accessible chromatin regions, transcription factor motifs and regulons, we identified epigenetic drivers associated with cancer transitions. Some epigenetic drivers appeared in multiple cancers (for example, regulatory regions of
ABCC1
and
VEGFA
; GATA6 and FOX-family motifs), whereas others were cancer specific (for example, regulatory regions of
FGF19
,
ASAP2
and
EN1
, and the PBX3 motif). Among epigenetically altered pathways, TP53, hypoxia and TNF signalling were linked to cancer initiation, whereas oestrogen response, epithelial–mesenchymal transition and apical junction were tied to metastatic transition. Furthermore, we revealed a marked correlation between enhancer accessibility and gene expression and uncovered cooperation between epigenetic and genetic drivers. This atlas provides a foundation for further investigation of epigenetic dynamics in cancer transitions.
A pan-cancer epigenetic and transcriptomic atlas identifies epigenetic drivers associated with cancer transitions.
Journal Article
Tumour evolution and microenvironment interactions in 2D and 3D space
2024
To study the spatial interactions among cancer and non-cancer cells
1
, we here examined a cohort of 131 tumour sections from 78 cases across 6 cancer types by Visium spatial transcriptomics (ST). This was combined with 48 matched single-nucleus RNA sequencing samples and 22 matched co-detection by indexing (CODEX) samples. To describe tumour structures and habitats, we defined ‘tumour microregions’ as spatially distinct cancer cell clusters separated by stromal components. They varied in size and density among cancer types, with the largest microregions observed in metastatic samples. We further grouped microregions with shared genetic alterations into ‘spatial subclones’. Thirty five tumour sections exhibited subclonal structures. Spatial subclones with distinct copy number variations and mutations displayed differential oncogenic activities. We identified increased metabolic activity at the centre and increased antigen presentation along the leading edges of microregions. We also observed variable T cell infiltrations within microregions and macrophages predominantly residing at tumour boundaries. We reconstructed 3D tumour structures by co-registering 48 serial ST sections from 16 samples, which provided insights into the spatial organization and heterogeneity of tumours. Additionally, using an unsupervised deep-learning algorithm and integrating ST and CODEX data, we identified both immune hot and cold neighbourhoods and enhanced immune exhaustion markers surrounding the 3D subclones. These findings contribute to the understanding of spatial tumour evolution through interactions with the local microenvironment in 2D and 3D space, providing valuable insights into tumour biology.
Visium spatial transcriptomics, single-nucleus RNA sequencing and co-detection by indexing are used to identify distinct spatial microregions in tumours and their microenvironment across six diverse solid cancer types.
Journal Article