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Protocol for drug screening of patient-derived tumor organoids using high-content fluorescent imaging. STAR Protoc 2022; 3:101407. [PMID: 35620075 PMCID: PMC9127194 DOI: 10.1016/j.xpro.2022.101407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
High-content imaging of tumor organoids (TOs) treated with therapeutic agents provides detailed cell viability readouts at the organoid level. In contrast, most used protocols provide one number per well. While requiring the use of inverted microscopy with an automated stage, this protocol can provide critical information about heterogeneous responses of TOs to various treatments. This protocol describes a technique for culturing and drug testing TOs using fluorescent indicators of cell viability with high reproducibility. For complete details on the use and execution of this protocol, please refer to Larsen et al. (2021).
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Abstract PD2-01: A platform of CDK4/6 inhibitor-resistant patient-derived breast cancer organoids illuminates mechanisms of resistance and therapeutic vulnerabilities. Cancer Res 2022. [DOI: 10.1158/1538-7445.sabcs21-pd2-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
CDK4/6 inhibitors (CDK4/6i) in combination with antiestrogens have revolutionized the treatment of ER+ metastatic breast cancer (MBC), significantly prolonging survival. However, this combination is not curative, and tumors eventually acquire resistance. Following progression on this combination, patients are left with limited treatment options. A diverse array of mechanisms of resistance to CDK4/6i + antiestrogens have been described. However, laboratory models that capture this heterogeneity of resistance mechanisms are lacking. Patient-derived organoids (PDOs) provide a rapid, robust and reliable platform that recapitulates intra-tumor heterogeneity, partially mimics the cancer microenvironment, and accurately predicts drug response. We aspired to generate a platform of CDK4/6i-resistant breast cancer PDOs to serve as models for understanding acquired resistance to CDK4/6i + antiestrogens and identifying therapies to overcome resistance. We successfully established 16 PDOs out of 32 biopsies (50% efficiency) of metastates from patients with ER+ MBC progressing on CDK4/6i (palbociclib or abemaciclib) + antiestrogens (letrozole or fulvestrant; median response to combination = 9 months). Our collection includes PDOs derived from lobular (n=3) and inflammatory (n=2) breast cancers and reflects racial/ethnic diversity (50% white/not Hispanic; 18.8% Hispanic; 12.5% Black; 12.5% other/unknown). Next-gen sequencing reports were available for 10 patients from which organoids were established, revealing alterations associated with CDK4/6i and/or antiestrogen resistance, including ESR1 (n=2), HER2/ERBB2 (n=2), PTEN (n=2), CCNE1 (n=1), NF1 (n=1), and ARID1A (n=1). Furthermore, one biopsy and its derived organoid lost ER expression, and 5 harbored PIK3CA activating mutations. Thus far, we have performed targeted DNA-sequencing on 7 PDOs and found 13/15 (86.7%) concordance with driver mutations from tumor NGS reports. PDOs established from CDK4/6i-resistant biopsies maintained resistance to palbociclib or abemaciclib ± fulvestrant (500 nM each) in 3D cell viability assays (6 days of treatment). In contrast, control PDOs established from primary ER+ breast cancer surgical samples (n=2) were sensitive to each CDK4/6i ± fulvestrant (median viability for combination=25.6-31.5% for control vs 65.2-80.5% for resistant). GSEA analysis of RNA-seq data from control (n=2) and CDK4/6i-resistant (n=6) PDOs cultured in estrogen-depleted media ± 200 nM palbociclib revealed that palbociclib treatment resulted in downregulation of E2F target and G2M checkpoint signatures in control but not resistant PDOs. Next, we performed a high-throughput screen of 1,000 compounds in 3 resistant PDOs. One PDO showed exquisite sensitivity to G2/M cell cycle checkpoint components, including CDK1, PLK1, Aurora kinase, ATR, Chk1, and Wee1 inhibitors. Finally, treatment of 10 resistant PDOs with the CDK2/4/6 inhibitor PF-06873600 revealed that the CCNE1 (cyclin E1)-amplified PDO was highly sensitive (IC50=130 nM vs >1000 nM), supporting that CCNE1-amplified tumors are vulnerable to CDK2 inhibition. Conclusions: PDOs can be successfully established from ER+ MBC biopsies, maintain the resistant phenotype in culture, retain driver alterations found in tumors from which they were derived, and fail to suppress E2F targets following treatment with CDK4/6i. Therefore, these PDOs represent valuable models to understand and explore diverse mechanisms of CDK4/6i resistance and therapeutic vulnerabilities.
Citation Format: Ariella B. Hanker, Sumanta Chatterjee, Yunguan Wang, Dan Ye, Dhivya R. Sudhan, Brian M. Larsen, Lauren C. Smith, Yilin Zhang, Vishal Kandagatla, Kuntal Majmudar, Ezequiel Renzulli, Saurabh Mendiratta, Kimberly Blackwell, Alana L. Welm, Sunati Sahoo, Nisha Unni, Cheryl M. Lewis, Tao Wang, Ameen A. Salahudeen, Carlos L. Arteaga. A platform of CDK4/6 inhibitor-resistant patient-derived breast cancer organoids illuminates mechanisms of resistance and therapeutic vulnerabilities [abstract]. In: Proceedings of the 2021 San Antonio Breast Cancer Symposium; 2021 Dec 7-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2022;82(4 Suppl):Abstract nr PD2-01.
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Response to Comment on "Identification of an Intronic Regulatory Element Necessary for Tissue-Specific Expression of Foxn1 in Thymic Epithelial Cells". THE JOURNAL OF IMMUNOLOGY 2019; 203:2355-2356. [PMID: 31636133 DOI: 10.4049/jimmunol.1901011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Identification of an Intronic Regulatory Element Necessary for Tissue-Specific Expression of Foxn1 in Thymic Epithelial Cells. THE JOURNAL OF IMMUNOLOGY 2019; 203:686-695. [PMID: 31243087 DOI: 10.4049/jimmunol.1801540] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Accepted: 05/28/2019] [Indexed: 01/23/2023]
Abstract
The thymus is critical for the establishment of the adaptive immune system and the development of a diverse T cell repertoire. T cell development depends upon cell-cell interactions with epithelial cells in the thymus. The thymus is composed of two different types of epithelial cells: cortical and medullary epithelial cells. Both of these express and critically depend on the transcription factor Foxn1 Foxn1 is also expressed in the hair follicle, and disruption of Foxn1 function in mice results in severe thymic developmental defects and the hairless (nude) phenotype. Despite its importance, little is known about the direct regulation of Foxn1 expression. In this study, we identify a cis-regulatory element (RE) critical for expression of Foxn1 in mouse thymic epithelial cells but dispensable for expression in hair follicles. Analysis of chromatin accessibility, histone modifications, and sequence conservation identified regions within the first intron of Foxn1 that possessed the characteristics of REs. Systematic knockout of candidate regions lead us to identify a 1.6 kb region that, when deleted, results in a near total disruption of thymus development. Interestingly, Foxn1 expression and function in the hair follicle were unaffected. RNA fluorescent in situ hybridization showed a near complete loss of Foxn1 mRNA expression in the embryonic thymic bud. Our studies have identified a genomic RE with thymic-specific control of Foxn1 gene expression.
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Mitigation of acidified salmon rivers - effects of liming on young brown trout Salmo trutta. JOURNAL OF FISH BIOLOGY 2017; 91:1350-1364. [PMID: 28905398 DOI: 10.1111/jfb.13454] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Accepted: 08/08/2017] [Indexed: 06/07/2023]
Abstract
In southern Norway, 22 acidified rivers supporting anadromous salmonids were mitigated with lime to improve water quality and restore fish populations. In 13 of these rivers, effects on Salmo trutta and Salmo salar densities were monitored over 10-12 years, grouped into age 0 and age ≥ 1 year fish. These rivers had a mean annual discharge of between 4·9 and 85·5 m3 s-1 , and six of them were regulated for hydro-power production. Salmo salar were lost in six of these rivers prior to liming, and highly reduced in the remaining seven rivers. Post-liming, S. salar became re-established in all six rivers with lost populations, and recovered in the seven other rivers. Salmo trutta occurred in all 13 study rivers prior to liming. Despite the improved water quality, both age 0 and age ≥ 1 year S. trutta densities decreased as S. salar density increased, with an average reduction of >50% after 10 years of liming. For age 0 year S. trutta this effect was less strong in rivers where S. salar were present prior to liming. In contrast, densities of S. trutta increased in unlimed streams above the anadromous stretches in two of the rivers following improved water quality due to natural recovery. Density increases of both age 0 and age ≥ 1 year S. salar showed a positive effect of river discharge. The results suggest that the decline in S. trutta density after liming is related to interspecific resource competition due to the recovery of S. salar. Thus, improved water quality through liming may not only sustain susceptible species, but can have a negative effect on species that are more tolerant prior to the treatment, such as S. trutta.
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Mesenchymal Hox6 function is required for mouse pancreatic endocrine cell differentiation. Development 2015; 142:3859-68. [PMID: 26450967 DOI: 10.1242/dev.126888] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Accepted: 09/30/2015] [Indexed: 12/20/2022]
Abstract
Despite significant advances in our understanding of pancreatic endocrine cell development, the function of the pancreatic mesodermal niche in this process is poorly understood. Here we report a novel role for mouse Hox6 genes in pancreatic organogenesis. Hox6 genes are expressed exclusively in the mesoderm of the developing pancreas. Genetic loss of all three Hox6 paralogs (Hoxa6, Hoxb6 and Hoxc6) leads to a dramatic loss of endoderm-derived endocrine cells, including insulin-secreting β-cells, and to mild delays and disruptions in pancreatic branching and exocrine differentiation. Ngn3-expressing pan-endocrine progenitor cells are specified normally in Hox6 mutant pancreata, but fail to mature into hormone-producing cells. Reduced expression of Wnt5a is observed in mutant pancreatic mesenchyme, leading to subsequent loss of expression of the crucial Wnt inhibitors Sfrp3 and Dkk1 in endocrine progenitor cells. These results reveal a key role for Hox6 genes in establishing Wnt mesenchymal-epithelial crosstalk in pancreatic development.
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Hox5 Genes Regulate the Wnt2/2b-Bmp4-Signaling Axis during Lung Development. Cell Rep 2015; 12:903-12. [PMID: 26235626 DOI: 10.1016/j.celrep.2015.07.020] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2015] [Revised: 05/07/2015] [Accepted: 07/10/2015] [Indexed: 12/14/2022] Open
Abstract
Hox genes are required for proper anteroposterior axial patterning and the development of several organ systems. Here, we show that all three Hox5 paralogous genes play redundant roles in the developing lung. Hoxa5;Hoxb5;Hoxc5 triple-mutant embryos develop severely hypoplastic lungs with reduced branching and proximal-distal patterning defects. Hox5 genes are exclusively expressed in the lung mesoderm; however, defects are observed in both lung mesenchyme and endodermally derived epithelium, demonstrating that Hox5 genes act to regulate mesodermal-epithelial crosstalk during development. We show that Hox5 loss of function leads to loss of Wnt2/2b expression in the distal lung mesenchyme and the downregulation of previously identified downstream targets of Wnt2/2b signaling, including Lef1, Axin2, and Bmp4. Wnt2/2b-enriched media rescue proper Sox2/Sox9 patterning and restore Bmp4 expression in Hox5 triple-mutant lung explants. Taken together, these data show that Hox5 genes are key upstream mesenchymal regulators of the Wnt2/2b-Bmp4-signaling axis critical for proper lung patterning.
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Human RFamide-related peptide-1 diminishes cellular and integrated cardiac contractile performance. Peptides 2010; 31:2067-74. [PMID: 20797420 PMCID: PMC3449299 DOI: 10.1016/j.peptides.2010.07.012] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2010] [Revised: 07/19/2010] [Accepted: 07/20/2010] [Indexed: 11/22/2022]
Abstract
Peptides influence cardiac dysfunction; however, peptidergic modulation of contractile performance remains relatively uncharacterized. We identified a novel human peptide that modulates mammalian contractile performance. Members of the FMRFamide-related peptide (FaRP) family contain a C-terminal RFamide but structurally variant N-terminal extension. We report human RFamide-related peptide-1 (hRFRP-1) and rat RFRP-1 rapidly and reversibly decreased shortening and relaxation in isolated mammalian cardiac myocytes in a dose dependent manner. The mammalian FaRP, 26RFa, structurally related to RFRP-1 by only an RFamide did not influence myocyte contractile function. The protein kinase C (PKC) inhibitor bisindolylmaleimide-1 blocked hRFRP-1 activity. Pretreatment with pertussis toxin (PTX) did not diminish hRFRP-1 influence on contractile function. In addition, intravenous injection of hRFRP-1 in mice decreased heart rate, stroke volume, ejection fraction, and cardiac output. Collectively these findings are consistent with the conclusion RFRP-1 is an endogenous signaling molecule that activates PKC and acts through a PTX-insensitive pathway to modulate cardiac contractile function. Taken together these negative chronotropic, inotropic, and lusitropic effects of hRFRP-1 are significant; they suggest direct acute cellular and organ-level responses in mammalian heart. This is the first known study to identify a mammalian FaRP with cardio-depressant effects, opening a new area of research on peptidergic modulation of contractile performance. The high degree of RFRP structure conservation from amphibians to mammals, and similarity to invertebrate cardioinhibitory peptides suggests RFRP-1 is involved in important physiological functions. Elucidation of mechanisms involved in hRFRP-1 synthesis, release, and signaling may aid the development of strategies to prevent or attenuate cardiac dysfunction.
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Activation of peroxisome proliferator-activated receptor gamma bypasses the function of the retinoblastoma protein in adipocyte differentiation. J Biol Chem 1999; 274:2386-93. [PMID: 9891007 DOI: 10.1074/jbc.274.4.2386] [Citation(s) in RCA: 122] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
The retinoblastoma protein (pRB) is an important regulator of development, proliferation, and cellular differentiation. pRB was recently shown to play a pivotal role in adipocyte differentiation, to interact physically with adipogenic CCAAT/enhancer-binding proteins (C/EBPs), and to positively regulate transactivation by C/EBPbeta. We show that PPARgamma-mediated transactivation is pRB-independent, and that ligand-induced transactivation by PPARgamma1 present in RB+/+ and RB-/- mouse embryo fibroblasts is sufficient to bypass the differentiation block imposed by the absence of pRB. The differentiated RB-/- cells accumulate lipid and express adipocyte markers, including C/EBPalpha and PPARgamma2. Interestingly, adipose conversion of pRB-deficient cells occurs in the absence of compensatory up-regulations of the other pRB family members p107 and p130. RB+/+ as well as RB-/- cells efficiently exit from the cell cycle after completion of clonal expansion following stimulation with adipogenic inducers. We conclude that ligand-induced activation of endogenous PPARgamma1 in mouse embryo fibroblasts is sufficient to initiate a transcriptional cascade resulting in induction of PPARgamma2 and C/EBPalpha expression, withdrawal from the cell cycle, and terminal differentiation in the absence of a functional pRB.
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Abundance and population structure of perch (Perca fluviatilis L.) in some acidic Norwegian lakes. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 1992; 78:97-101. [PMID: 15091933 DOI: 10.1016/0269-7491(92)90015-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Abundance (catch per unit effort, n=3752) and population structure of perch Perca fluviatilis were studied in 30 acidic Norwegian lakes with relation to pH (4.3-5.9), calcium (0.41-2.44 mg litre(-1)), labile aluminium (24-255 microg litre(-1)) and total organic carbon (TOC, 1.7-13.8 mg C litre(-1)). Standard series of bottom gill-nets were used to sample fish populations. A multiple regression analysis showed that abundance was significantly correlated to TOC (P<0.05) and, to a smaller extent, to the Ca in lakes with concentrations between 0.41 and 1.70 mg litre(-1) (P=0.07). The lakes which were inhabited by pike were excluded from the analysis. Recruitment failure seems to be the main cause of reductions in perch numbers in the lakes studied. However, high mortality among adult individuals was also evident, and an episode of fish kill was observed in one of the lakes.
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