Mitochondria are hubs of metabolism and signaling and play an important role in tumorigenesis, therapeutic resistance, and metastasis in many cancer types. Various laboratory models of cancer demonstrate the extraordinary dynamics of mitochondrial structure, but little is known about the role of mitochondrial structure in resistance to anticancer therapy. We previously demonstrated the importance of mitochondrial structure and oxidative phosphorylation in the survival of chemotherapy-refractory triple negative breast cancer (TNBC) cells. As TNBC is a highly aggressive breast cancer subtype with few targeted therapy options, conventional chemotherapies remain the backbone of early TNBC treatment. Unfortunately, approximately 45% of TNBC patients retain substantial residual tumor burden following chemotherapy, associated with abysmal prognoses. Using an orthotopic patient-derived xenograft mouse model of human TNBC, we compared mitochondrial structures between treatment-naïve tumors and residual tumors after conventional chemotherapeutics were administered singly or in combination. We reconstructed 1,750 mitochondria in three dimensions from serial block-face scanning electron micrographs, providing unprecedented insights into the complexity and intra-tumoral heterogeneity of mitochondria in TNBC. Following exposure to carboplatin or docetaxel given individually, residual tumor mitochondria exhibited significant increases in mitochondrial complexity index, area, volume, perimeter, width, and length relative to treatment-naïve tumor mitochondria. In contrast, residual tumors exposed to those chemotherapies given in combination exhibited diminished mitochondrial structure changes. Further, we document extensive intra-tumoral heterogeneity of mitochondrial structure, especially prior to chemotherapeutic exposure. These results highlight the potential for structure-based monitoring of chemotherapeutic responses and reveal potential molecular mechanisms that underlie chemotherapeutic resistance in TNBC.
Background: Triple negative breast cancer (TNBC) is an aggressive breast cancer subtype for which limited targeted therapies are available. Therefore, conventional chemotherapy remains the backbone of standard neoadjuvant treatment (NACT) for TNBC patients. Unfortunately, ~45% of patients will have substantial residual tumor burden post neoadjuvant chemotherapy, leading to poor prognoses (PMID: 28135148). Recently, it has been demonstrated that mitochondrial oxidative phosphorylation (oxphos) is upregulated and is a therapeutic vulnerability in chemoresistant TNBC (PMID: 30996079; Baek et al., BioRxiv doi.org/10.1101/2022.02.25.481996). However, mechanisms driving increased oxphos in chemoresistant TNBC are not understood. Upregulated fatty acid (FA) metabolism is a common adaptation in tumors, providing an energy source through fatty acid β-oxidation (FAO), and promoting lipid accumulation after fatty acid synthesis (FAS) when energy needs are met. Chemotherapy can induce oxidative stress through the generation of reactive oxygen species. Cancer cells adapt to these damaging molecules by increasing de novo lipogenesis, resulting in the accumulation of lipid droplets (LDs) in the cytosol (PMID: 32782526, 20876798). We hypothesize that TNBC cells metabolically adapt to the stress of NACT by upregulating lipid metabolic pathways, providing highly energetic molecules that can be utilized to drive oxphos in chemoresistant TNBC. Methods: Using orthotopic patient-derived xenograft (PDX) models of TNBC (PIM001-P, PMID: 30996079, HCI-010, PMID: 22019887; WHIM14, PMID:24055055), we are measuring protein levels of fatty acid synthase (FASN) in vehicle tumors vs residual tumors surviving treatment with the standard front-line neoadjuvant chemotherapy regimens (Adriamycin plus cyclophosphamide (AC), docetaxel, carboplatin, or docetaxel+carboplatin) using immunohistochemistry (IHC). Vectra 3 microscopy (Akoya) is being used to quantify tumor cell-specific staining. We complemented our IHC analysis with reverse-phase protein array (RPPA). To assess LD accumulation in residual PDX tumors, we conducted transmission electron microscopy (TEM). To complement these PDX studies, we modeled the residual tumor metabolic state in cultured human TNBC cells. Following treatment with the IC50 of standard chemotherapeutic agents (AC, carboplatin, paclitaxel, docetaxel), we assessed oxphos by measuring oxygen consumption rate (OCR) using a Seahorse Bioanalyzer (Agilent). Further, we tested LD accumulation using LipidTOX staining. In ongoing studies, we are measuring incorporation of 13C palmitate into the tricarboxylic acid cycle (TCA) prior to and following chemotherapy treatments to assess if lipids fuel mitochondrial metabolism in residual TNBC cells. Results/Discussion: IHC in the PIM001-P PDX model after in vivo AC treatment revealed increased levels of FASN in post-AC residual tumors compared to the treatment-naive tumors. Further, key proteins involved in fatty acid synthesis, FASN and Acetyl-CoA carboxylase, were significantly increased in residual PIM001-P cells that survived AC compared to vehicle by RPPA. TEM analysis of the HCI-010 PDX revealed significantly more LDs in carboplatin-treated tumors compared to vehicle. This finding was supported by increased LDs observed in TNBC cell lines treated with NACT compared to vehicle in our LipidTOX analyses. Taken together, these data indicate that NACT induces increased expression of key lipid metabolism proteins and accumulation of cytosolic LDs. Our future experiments will reveal if chemoresistant TNBC cells preferentially utilize and incorporate lipids into the tricarboxylic acid cycle, in turn driving oxphos. These data have the potential to provide rationale for the incorporation of FAO/LD inhibitors in sequential combinations with conventional chemotherapies to more effectively kill TNBC cells that are chemo-refractory. Citation Format: Katherine E. Pendleton, Mokryun L. Baek, Junegoo Lee, Lin Tan, Hannah L. Johnson, Lacey E. Dobrolecki, James P. Barrish, Michael T. Lewis, Philip L. Lorenzi, Fabio Stossi, Gloria V. Echeverria. Lipid accumulation in residual triple negative breast cancer cells surviving chemotherapy treatment [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P6-11-15.
BACKGROUND:Cisplatin (CDDP) is a mainstay treatment for advanced head and neck squamous cell carcinomas (HNSCC) despite a high frequency of innate and acquired resistance. We hypothesised that tumours acquire CDDP resistance through an enhanced reductive state dependent on metabolic rewiring.METHODS:To validate this model and understand how an adaptive metabolic programme might be imprinted, we performed an integrated analysis of CDDP-resistant HNSCC clones from multiple genomic backgrounds by whole-exome sequencing, RNA-seq, mass spectrometry, steady state and flux metabolomics.RESULTS:Inactivating KEAP1 mutations or reductions in KEAP1 RNA correlated with Nrf2 activation in CDDP-resistant cells, which functionally contributed to resistance. Proteomics identified elevation of downstream Nrf2 targets and the enrichment of enzymes involved in generation of biomass and reducing equivalents, metabolism of glucose, glutathione, NAD(P), and oxoacids. This was accompanied by biochemical and metabolic evidence of an enhanced reductive state dependent on coordinated glucose and glutamine catabolism, associated with reduced energy production and proliferation, despite normal mitochondrial structure and function.CONCLUSIONS:Our analysis identified coordinated metabolic changes associated with CDDP resistance that may provide new therapeutic avenues through targeting of these convergent pathways.
Neoadjuvant chemotherapy (NACT) used for triple negative breast cancer (TNBC) eradicates tumors in ~45% of patients. Unfortunately, TNBC patients with substantial residual cancer burden have poor metastasis free and overall survival rates. We previously demonstrated mitochondrial oxidative phosphorylation (OXPHOS) was elevated and was a unique therapeutic dependency of residual TNBC cells surviving NACT. We sought to investigate the mechanism underlying this enhanced reliance on mitochondrial metabolism. Mitochondria are morphologically plastic organelles that cycle between fission and fusion to maintain mitochondrial integrity and metabolic homeostasis. The functional impact of mitochondrial structure on metabolic output is highly context dependent. Several chemotherapy agents are conventionally used for neoadjuvant treatment of TNBC patients. Upon comparing mitochondrial effects of conventional chemotherapies, we found that DNA-damaging agents increased mitochondrial elongation, mitochondrial content, flux of glucose through the TCA cycle, and OXPHOS, whereas taxanes instead decreased mitochondrial elongation and OXPHOS. The mitochondrial effects of DNA-damaging chemotherapies were dependent on the mitochondrial inner membrane fusion protein optic atrophy 1 (OPA1). Further, we observed heightened OXPHOS, OPA1 protein levels, and mitochondrial elongation in an orthotopic patient-derived xenograft (PDX) model of residual TNBC. Pharmacologic or genetic disruption of mitochondrial fusion and fission resulted in decreased or increased OXPHOS, respectively, revealing longer mitochondria favor oxphos in TNBC cells. Using TNBC cell lines and an in vivo PDX model of residual TNBC, we found that sequential treatment with DNA-damaging chemotherapy, thus inducing mitochondrial fusion and OXPHOS, followed by MYLS22, a specific inhibitor of OPA1, was able to suppress mitochondrial fusion and OXPHOS and significantly inhibit regrowth of residual tumor cells. Our data suggest that TNBC mitochondria can optimize OXPHOS through OPA1-mediated mitochondrial fusion. These findings may provide an opportunity to overcome mitochondrial adaptations of chemoresistant TNBC.
BACKGROUND: Neoadjuvant chemotherapy (NACT) used for triple negative breast cancer (TNBC) eradicates tumors in only 45% of patients. TNBC patients with substantial residual cancer burden have poor metastasis free and overall survival rates. Therefore, understanding the mechanisms of resistance to standard chemotherapy is essential. Our previous studies found mitochondrial oxidative phosphorylation (OXPHOS) was elevated and was a unique therapeutic dependency of residual tumor cells that survived after NACT. Mitochondria are morphologically plastic and dynamic organelles that continuously cycle between fission and fusion to maintain mitochondrial integrity and metabolic homeostasis. Mitochondrial fusion is thought to support OXPHOS through maintenance of the mitochondrial genome (mtDNA) which encodes 13 subunits of electron transport chain complexes. On the other hand, mitochondrial fission can be the precursor to mitophagy, the selective degradation of damaged mitochondria. We are investigating how mitochondrial structure dynamics impact metabolic states driving chemoresistance in TNBC. Methods We used a previously characterized orthotopic patient-derived xenograft (PDX) mouse model derived from the primary tumor of a treatment-naïve metastatic TNBC patient. After treatment with a standard NACT regimen, combined Adriamycin (aka doxorubicin) and cyclophosphamide (AC), we observed initial partial response followed by tumor regrowth. We collected PDX tumors at three time points: pre-treatment, post-AC residual (when tumors reached the volume nadir), and post-AC tumors that later regrew to the starting tumor volume. We used transmission electron microscopy (TEM) and immunohistochemical (IHC) analysis of human mitochondria to assess mitochondrial morphology and mass, respectively. For in vitro assays, we assessed mitochondria morphology, mtDNA content, and OXPHOS activity in TNBC cells treated with two different types of chemotherapeutic drugs, DNA-damaging agents (doxorubicin and carboplatin) and a microtubule-stabilizing agent (paclitaxel). To examine metabolic adaptations upon chemotherapy, we conducted 13C-glucose and glutamine flux metabolomics. To pharmaceutically perturb mitochondrial morphology, we used Mdivi-1 and Silibinin, known to induce mitochondrial fusion and fission, respectively. We assessed cell growth by Incucyte real-time imaging. Results: Analyses of residual PDX tumors after in vivo AC treatment revealed increased mitochondrial content, and increased average mitochondrial length in residual tumor cells. Metabolomic analysis of TNBC cells revealed all three chemotherapies induced glucose, but not glutamine, flux through the TCA cycle. Flux through glycolysis was not affected by chemotherapies. Treatment with doxorubicin and carboplatin, increased mitochondrial elongation, mtDNA content, and OXPHOS activity. Conversely, paclitaxel treatment reduced mitochondrial length and OXPHOS activity. We observed Mdivi-1 induced fusion concomitant with increased OXPHOS activity, while treatment with Silibinin reduced fusion and decreased OXPHOS. We next tested if induction of mitochondrial fission enhanced chemosensitivity. Sequential treatment of TNBC cells with DNA-damaging chemotherapeutics followed by Silibinin perturbed OXPHOS and resulted in enhanced cell killing. Conclusion: These findings establish a functional role for mitochondrial structure in chemotherapeutic response and metabolic reprogramming, which may confer a survival advantage to TNBC cells. Given the increased chemosensitivity we observed after pharmacologic inhibition of mitochondrial fusion, our study suggests perturbing mitochondrial structure adaptations may provide an opportunity to overcome TNBC chemoresistance in the neoadjuvant setting. Citation Format: Lily Mokryun Baek, Junegoo Lee, James P. Barrish, Bora Lim, Jeffrey T. Chang, Phillip L. Lorenzi, Weston Porter, Gloria V. Echeverria. Morphological and functional plasticity of mitochondria in chemoresistant triple negative breast cancer [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 P4-01-08.
There is a major need to overcome therapeutic resistance and metastasis that eventually arises in many breast cancer patients. Therapy resistant and metastatic tumors are increasingly recognized to possess intra-tumoral heterogeneity (ITH), a diversity of cells within an individual tumor. First hypothesized in the 1970s, the possibility that this complex ITH may endow tumors with adaptability and evolvability to metastasize and evade therapies is now supported by multiple lines of evidence. Our understanding of ITH has been driven by recent methodological advances including next-generation sequencing, computational modeling, lineage tracing, single-cell technologies, and multiplexed in situ approaches. These have been applied across a range of specimens, including patient tumor biopsies, liquid biopsies, cultured cell lines, and mouse models. In this review, we discuss these approaches and how they have deepened our understanding of the mechanistic origins of ITH amongst tumor cells, including stem cell-like differentiation hierarchies and Darwinian evolution, and the functional role for ITH in breast cancer progression. While ITH presents a challenge for combating tumor evolution, in-depth analyses of ITH in clinical biopsies and laboratory models hold promise to elucidate therapeutic strategies that should ultimately improve outcomes for breast cancer patients.
Circadian clocks generate rhythms in cellular functions, including metabolism, to align biological processes with the 24-hour environment. Disruption of this alignment by shift work alters glucose homeostasis. Glucose homeostasis depends on signaling and allosteric control; however, the molecular mechanisms linking the clock to glucose homeostasis remain largely unknown. We investigated the molecular links between the clock and glycogen metabolism, a conserved glucose homeostatic process, in Neurospora crassa. We find that glycogen synthase (gsn) mRNA, glycogen phosphorylase (gpn) mRNA, and glycogen levels, accumulate with a daily rhythm controlled by the circadian clock. Because the synthase and phosphorylase are critical to homeostasis, their roles in generating glycogen rhythms were investigated. We demonstrate that while gsn was necessary for glycogen production, constitutive gsn expression resulted in high and arrhythmic glycogen levels, and deletion of gpn abolished gsn mRNA rhythms and rhythmic glycogen accumulation. Furthermore, we show that gsn promoter activity is rhythmic and is directly controlled by core clock component white collar complex (WCC). We also discovered that WCC-regulated transcription factors, VOS-1 and CSP-1, modulate the phase and amplitude of rhythmic gsn mRNA, and these changes are similarly reflected in glycogen oscillations. Together, these data indicate the importance of clock-regulated gsn transcription over signaling or allosteric control of glycogen rhythms, a mechanism that is potentially conserved in mammals and critical to metabolic homeostasis.
BACKGROUND:Efficient gene editing is a critical tool for investigating molecular mechanisms of cellular processes and engineering organisms for numerous purposes ranging from biotechnology to medicine. Recently developed RNA-guided CRISPR/Cas9 technology has been used for efficient gene editing in various organisms, but has not been tested in a model filamentous fungus, Neurospora crassa.FINDINGS:In this report, we demonstrate efficient gene replacement in a model filamentous fungus, Neurospora crassa, with the CRISPR/Cas9 system. We utilize Cas9 endonuclease and single crRNA:tracrRNA chimeric guide RNA (gRNA) to: (1) replace the endogenous promoter of clr-2 with the β-tubulin promoter, and (2) introduce a codon optimized fire fly luciferase under the control of the gsy-1 promoter at the csr-1 locus. CLR-2 is one of the core transcription factors that regulate the expression of cellulases, and GSY-1 regulates the conversion of glucose into glycogen. We show that the β-tubulin promoter driven clr-2 strain shows increased expression of cellulases, and gsy-1-luciferase reporter strain can be easily screened with a bioluminescence assay.CONCLUSION:CRISPR/Cas9 system works efficiently in Neurospora crassa, which may be adapted to Neurospora natural isolates and other filamentous fungi. It will be beneficial for the filamentous fungal research community to take advantage of CRISPR/Cas9 tool kits that enable genetic perturbations including gene replacement and insertions.
Autonomous circadian oscillations arise from transcriptional-translational feedback loops of core clock components. The period of a circadian oscillator is relatively insensitive to changes in nutrients (e.g., glucose), which is referred to as "nutrient compensation". Recently, a transcription repressor, CSP-1, was identified as a component of the circadian system in Neurospora crassa. The transcription of csp-1 is under the circadian regulation. Intriguingly, CSP-1 represses the circadian transcription factor, WC-1, forming a negative feedback loop that can influence the core oscillator. This feedback mechanism is suggested to maintain the circadian period in a wide range of glucose concentrations. In this report, we constructed a mathematical model of the Neurospora circadian clock incorporating the above WC-1/CSP-1 feedback loop, and investigated molecular mechanisms of glucose compensation. Our model shows that glucose compensation exists within a narrow range of parameter space where the activation rates of csp-1 and wc-1 are balanced with each other, and simulates loss of glucose compensation in csp-1 mutants. More importantly, we experimentally validated rhythmic oscillations of the wc-1 gene expression and loss of glucose compensation in the wc-1ov mutant as predicted in the model. Furthermore, our stochastic simulations demonstrate that the CSP-1-dependent negative feedback loop functions in glucose compensation, but does not enhance the overall robustness of oscillations against molecular noise. Our work highlights predictive modeling of circadian clock machinery and experimental validations employing Neurospora and brings a deeper understanding of molecular mechanisms of glucose compensation.
The cell cycle and the circadian clock communicate with each other, resulting in circadian-gated cell division cycles. Alterations in this network may lead to diseases such as cancer. Therefore, it is critical to identify molecular components that connect these two oscillators. However, molecular mechanisms between the clock and the cell cycle remain largely unknown. A model filamentous fungus, Neurospora crassa, is a multinucleate system used to elucidate molecular mechanisms of circadian rhythms, but not used to investigate the molecular coupling between these two oscillators. In this report, we show that a conserved coupling between the circadian clock and the cell cycle exists via serine/threonine protein kinase-29 (STK-29), the Neurospora homolog of mammalian WEE1 kinase. Based on this finding, we established a mathematical model that predicts circadian oscillations of cell cycle components and circadian clock-dependent synchronized nuclear divisions. We experimentally demonstrate that G1 and G2 cyclins, CLN-1 and CLB-1, respectively, oscillate in a circadian manner with bioluminescence reporters. The oscillations of clb-1 and stk-29 gene expression are abolished in a circadian arrhythmic frq(ko) mutant. Additionally, we show the light-induced phase shifts of a core circadian component, frq, as well as the gene expression of the cell cycle components clb-1 and stk-29, which may alter the timing of divisions. We then used a histone hH1-GFP reporter to observe nuclear divisions over time, and show that a large number of nuclear divisions occur in the evening. Our findings demonstrate the circadian clock-dependent molecular dynamics of cell cycle components that result in synchronized nuclear divisions in Neurospora.