Osteosarcomas (OSs) are aggressive bone tumors with many divergent histologic patterns. During pathology review, OSs are subtyped based on the predominant histologic pattern; however, tumors often demonstrate multiple patterns. This high tumor heterogeneity coupled with scarcity of samples compared with other tumor types render histology-based prognosis of OSs challenging. To combat lower case numbers in humans, dogs with spontaneous OSs have been suggested as a model species. Herein, a convolutional neural network was adversarially trained to classify distinct histologic patterns of OS in humans using mostly canine OS data during training. Adversarial training improved domain adaption of a histologic subtype classifier from canines to humans, achieving an average multiclass F1 score of 0.77 (95% CI, 0.74-0.79) and 0.80 (95% CI, 0.78-0.81) when compared with the ground truth in canines and humans, respectively. Finally, this trained model, when used to characterize the histologic landscape of 306 canine OSs, uncovered distinct clusters with markedly different clinical responses to standard-of-care therapy.
Osteosarcoma (OS) is the most common malignant bone tumor in children. Despite efforts to develop and implement new therapies, patient outcomes have not measurably improved since the 1980s. Metastasis continues to be the main source of patient mortality, with 30% of cases developing metastatic disease within 5 years of diagnosis. Research models are critical in the advancement of cancer research and include a variety of species. For example, xenograft and patient-derived xenograft (PDX) mouse models provide opportunities to study human tumor cells in vivo while transgenic models have offered significant insight into the molecular mechanisms underlying OS development. A growing recognition of naturally occurring cancers in companion species has led to new insights into how veterinary patients can contribute to studies of cancer biology and drug development. The study of canine cases, including the use of diagnostic tissue archives and clinical trials, offers a potential mechanism to further canine and human cancer research. Advancement in the field of OS research requires continued development and appropriate use of animal models. In this review, animal models of OS are described with a focus on the mouse and tumor-bearing pet dog as parallel and complementary models of human OS.
Tau accumulation is a core component of Alzheimer's disease and other neurodegenerative tauopathies. While tau's impact on neurons is a major area of research, the effect of extracellular tau on astrocytes is largely unknown. This article summarizes our recent studies showing that astrocyte senescence plays a critical role in neurodegenerative diseases and integrates extracellular tau into the regulatory loop of senescent astrocyte-mediated neurotoxicity. Human astrocytes in vitro undergoing senescence were shown to acquire the inflammatory senescence-associated secretory phenotype (SASP) and toxicity to neurons, which may recapitulate aging- and disease-associated neurodegeneration. Here, we show that human astrocytes exposed to extracellular tau in vitro also undergo cellular senescence and acquire a neurotoxic SASP (e.g. IL-6 secretion), with oxidative stress response (indicated by upregulated NRF2 target genes) and a possible activation of inflammasome (indicated by upregulated ASC and IL-1β). These findings suggest that senescent astrocytes induced by various conditions and insults, including tau exposure, may represent a therapeutic target to inhibit or delay the progression of neurodegenerative diseases. We also discuss the pathological activity of extracellular tau in microglia and astrocytes, the disease relevance and diversity of tau forms, therapeutics targeting senescence in neurodegeneration, and the roles of p53 and its isoforms in astrocyte-mediated neurotoxicity and neuroprotection.
Abstract Accumulating results of clinical trials lead targeted therapies to be the first choice for unresectable or recurrent lung cancer with driver mutations. Echinoderm Microtubule Associated Protein Like 4 (EML4) - Anaplastic lymphoma kinase (ALK) fusion is known as such a driver mutation. It presents in 3-6% of non-small cell lung carcinoma (NSCLC). EML4-ALK fusion protein generate the constitutive ALK kinase activity in NSCLC. The basic understanding of EML4-ALK remains insufficient due to the lack of functional studies using normal human cells. We investigated the role of EML4-ALK in mortal and immortalized normal human cells. The expression of EML4-ALK in normal, mortal human fibroblasts caused accumulated DNA damage, telomere shortening and the early induction of cellular senescence with senescence-associated beta-galactosidase activity and upregulation of p16INK4A and p21WAF1. In contrast, when EML4-ALK was expressed in telomerase reverse transcriptase (hTERT)-immortalized normal human fibroblasts and bronchial epithelial cells, the cells showed accelerated proliferation in vitro and anchorage-independent growth in soft agar, revealing its transformation activity. No chromosome aberrations, no mutations or loss of p53, nor impairment of the p16INK4A response was associated with this in vitro transformation, likely reflecting certain clinical features of EML4-ALK-positive NSCLC. In both mortal and immortalized cells, EML4-ALK induced the phosphorylation of STAT3, which is involved in both cellular senescence and transformation. Our data validate that EML4-ALK functions as an oncogene, although an additional oncogenic event(s) seems to be required for full tumorigenicity in vivo. This study also suggests that telomerase-mediated immortalization manifests the oncogenic activity of EML4-ALK, switching from its senescence-inducing activity. The RNA-seq analysis showed that the STAT3-induced cytokine/interferon signaling pathways were most significantly upregulated by EML4-ALK in mortal fibroblasts, consistent with accumulated DNA damage and senescence induction. The blood coagulation pathway activated by EML4-ALK in hTERT-immortalized cells may contribute to increased risk of disseminated intravenous coagulation in patients with EML4-ALK-positive cancer. These results suggest that EML4-ALK regulates the different signaling pathways in mortal versus immortalized normal human cells to induce the different cellular outcomes. Citation Format: Masaru Matsumoto, Akihiko Miyanaga, Jessica Beck, Izumi Horikawa, Mohammed Khan, Delphine Lissa, Masahiro Seike, Akihiko Gemma, Hiroyuki Mano, Curtis Harris. An ALK fusion gene regulates different signaling pathways in mortal versus immortalized normal human cells for cellular senescence and transformation [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 4900.
Cellular senescence and the associated secretory phenotype (SASP) promote disease in the aged population. Targeting senescent cells by means of removal, modulation of SASP or through cellular reprogramming represents a novel therapeutic avenue for treating cancer- and age-related diseases such as neurodegeneration, pulmonary fibrosis and renal disease. Cellular senescence is partly regulated by the TP53 gene, a critical tumor suppressor gene which encodes 12 or more p53 protein isoforms. This review marks a significant milestone of 40 years of Carcinogenesis publication history and p53 research and 15 years of p53 isoform research. The p53 isoforms are produced through initiation at alternative transcriptional and translational start sites and alternative mRNA splicing. These truncated p53 isoform proteins are endogenously expressed in normal human cells and maintain important functional roles, including modulation of full-length p53-mediated cellular senescence, apoptosis and DNA repair. In this review, we discuss the mechanisms and functions of cellular senescence and SASP in health and disease, the regulation of cellular senescence by p53 isoforms, and the therapeutic potential of targeting cellular senescence to treat cancer- and age-associated diseases.
Cellular senescence is a cell cycle arrest in damaged or aged cells. Although this represents a critical mechanism of tumor suppression, persistence of senescent cells during aging induces chronic inflammation and tissue dysfunction through the adoption of the senescence-associated secretory phenotype (SASP). This has been shown to promote the progression of age-associated diseases such as Alzheimer's disease, pulmonary fibrosis, and atherosclerosis. As the global population ages, the role of cellular senescence in disease is becoming a more critical area of research. In this review, mechanisms, biomarkers, and pathology of cellular senescence and SASP are described with a brief discussion of literature supporting a role for cellular senescence in veterinary diseases. Cell culture and mouse models used in senescence studies are also reviewed including the senescence-accelerated mouse-prone (SAMP), senescence pathway knockout mice (p53, p21 [CDKN1A], and p16 [CDKN2A]), and the more recently developed senolysis mice, which allow for direct visualization and elimination (or lysis) of senescent cells in live mice (p16-3MR and INK-ATTAC). These and other mouse models have demonstrated the importance of cellular senescence in embryogenesis and wound healing but have also identified a therapeutic benefit for targeting persistent senescent cells in age-associated diseases including neurodegeneration, diabetes, and cardiac fibrosis.
Cellular senescence (CS) and senescence-associated secretory phenotype (SASP) contribute to aging and age-related diseases. Mechanistically, the stress sensor p53 plays a pivotal role in the initiation and maintenance of CS. In humans, TP53 is expressed as 12 isoforms that contribute to the fine-tuning of p53 activity. Delta133p53 is generated from an alternative promoter located in intron 4 and is therefore devoid of both the transactivation domain and part of the DNA binding domain. Delta133p53 is predominantly located in the nucleus and is largely regulated at the protein level through chaperone-assisted selective autophagic degradation. Delta133p53 counteracts p53-mediated replicative CS and reduces the secretion of SASP cytokines. Delta133p53 is expressed in most normal tissues, but its expression is deregulated in age-associated diseases such as cancer, neurodegenerative diseases, and premature aging disorders. Delta133p53 is downregulated in exhausted CD8+ T cells, nearly senescent fibroblasts from Hutchinson-Gilford progeria syndrome patients, and astrocytes from irradiated brains and Alzheimer’s disease and amyotrophic lateral sclerosis patients. Delta133p53 overexpression extends the replicative lifespan in normal cells but does not cause immortalization or malignant transformation. Hence, delta133p53 appears to be a safe, novel therapeutic target to regulate CS. The present study aims at identifying small-molecule compounds that stabilize or prevent the degradation of delta133p53 protein and inhibit CS. To screen for activators of delta133p53, we developed two cell-based high-throughput screening (HTS) assays using an inducible vector for the expression of an eGFP-tag recombinant protein, and a luminescent peptide tag (HiBiT) appended onto the endogenous gene. The biologic activity of the fusion proteins was confirmed by evaluating the i) nuclear localization, ii) autophagic degradation during CS, and iii) ability to delay replicative CS. In collaboration with the National Center for Advancing Translational Sciences (NCATS), we screened a collection of ~8,350 compounds that includes all drugs that have been approved for use by the US Food and Drug Administration. Selected compounds were then screened in a secondary assay to evaluate their efficacy at reducing SASP cytokines secretion. Several candidate compounds are currently being investigated to confirm their effect on endogenous delta133p53 expression and CS. We have established robust cell-based HTS assays to screen for activators of delta133p53 and identified candidate compounds that could potentially develop into novel therapeutic leads to treat major life-threatening diseases. Citation Format: Delphine Lissa, Kyra Ungerleider, Izumi Horikawa, Patricia Dranchak, Erin Oliphan, Jessica Beck, Sebastien Jo, James Inglese, Curtis C. Harris. Targeting Delta133p53 isoform with small-molecule compounds to modulate cellular senescence [abstract]. In: Proceedings of the AACR Special Conference on Advancing Precision Medicine Drug Development: Incorporation of Real-World Data and Other Novel Strategies; Jan 9-12, 2020; San Diego, CA. Philadelphia (PA): AACR; Clin Cancer Res 2020;26(12_Suppl_1):Abstract nr 19.
Validating digital pathology as substitute for conventional microscopy in diagnosis remains a priority to assure effectiveness. Intermodality concordance studies typically focus on achieving the same diagnosis by digital display of whole slide images and conventional microscopy. Assessment of discrete histological features in whole slide images, such as mitotic figures, has not been thoroughly evaluated in diagnostic practice. To further gauge the interchangeability of conventional microscopy with digital display for primary diagnosis, 12 pathologists examined 113 canine naturally occurring mucosal melanomas exhibiting a wide range of mitotic activity. Design reflected diverse diagnostic settings and investigated independent location, interpretation, and enumeration of mitotic figures. Intermodality agreement was assessed employing conventional microscopy (CM40×), and whole slide image specimens scanned at 20× (WSI20×) and at 40× (WSI40×) objective magnifications. An aggregate 1647 mitotic figure count observations were available from conventional microscopy and whole slide images for comparison. The intraobserver concordance rate of paired observations was 0.785 to 0.801; interobserver rate was 0.784 to 0.794. Correlation coefficients between the 2 digital modes, and as compared to conventional microscopy, were similar and suggest noninferiority among modalities, including whole slide image acquired at lower 20× resolution. As mitotic figure counts serve for prognostic grading of several tumor types, including melanoma, 6 of 8 pathologists retrospectively predicted survival prognosis using whole slide images, compared to 9 of 10 by conventional microscopy, a first evaluation of whole slide image for mitotic figure prognostic grading. This study demonstrated agreement of replicate reads obtained across conventional microscopy and whole slide images. Hence, quantifying mitotic figures served as surrogate histological feature with which to further credential the interchangeability of whole slide images for primary diagnosis.
Background: Chromosomal inversions involving Anaplastic lymphoma kinase (ALK) and Echinoderm Microtubule Associated Protein Like 4 (EML4) generate a fusion protein EML4-ALK with the constitutive ALK kinase activity in non-small cell lung carcinoma (NSCLC). The basic understanding of EML4-ALK remains insufficient due to the lack of functional studies using normal human cells. Material and Method: We investigate the activities of EML4-ALK in mortal and immortalized normal human cells. Results: The expression of EML4-ALK in normal, mortal human fibroblasts caused, through its ALK kinase activity, the early induction of cellular senescence with senescence-associated β-galactosidase activity, upregulation of p16INK4A and p21WAF1, telomere shortening and fusions, and accumulated DNA damage. In contrast, when EML4-ALK was expressed in telomerase reverse transcriptase (hTERT)-immortalized normal human fibroblasts, the cells showed accelerated proliferation and anchorage-independent growth, revealing its transformation activity. No chromosome aberration, no mutation or loss of p53, nor impairment of the p16INK4A response was associated with this transformation, likely reflecting clinical features of EML4-ALK-positive NSCLC. In both mortal and immortalized cells, EML4-ALK induced the phosphorylation of STAT3, which is involved in both cellular senescence and transformation. EML4-ALK was also able to transform hTERT-immortalized human bronchial epithelial cells, a cell type relevant to NSCLC. Conclusions: Our data not only validate that EML4-ALK functions as an oncogene in human cells, but also suggest that telomerase-mediated immortalization manifests the oncogenic activity of EML4-ALK, switching from its senescence-inducing activity. This study also provides the isogenic pairs of human cell lines with and without EML4-ALK as an in vitro model for screening and testing candidate drugs. Citation Format: Akihiko Miyanaga, Izumi Horikawa, Masaru Matsumoto, Takahiro Oike, Jessica Beck, Hiromi Tanaka, Ana I. Robles, Masahiro Seike, Akihiko Gemma, Curtis C. Harris. Cellular senescence and transformation induced by an oncogenic EML4-ALK fusion gene in normal and immortalized human cells [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 4648.
Background: Determining mitotic index by counting mitotic figures (MFs) microscopically from tumor areas with most abundant MF (hotspots [HS]) produces a prognostically useful tumor grading biomarker. However, interobserver concordance identifying MF and HS can be poorly reproducible. Immunolabeling MF, coupled with computer-automated counting by image analysis, can improve reproducibility. A computational system for obtaining MF values across digitized whole-slide images (WSIs) was sought that would minimize impact of artifacts, generate values clinically relatable to counting ten high-power microscopic fields of view typical in conventional microscopy, and that would reproducibly map HS topography. Materials and Methods: Relatively low-resolution WSI scans (0.50 µm/pixel) were imported in grid-tile format for feature-based MF segmentation, from naturally occurring canine melanomas providing a wide range of proliferative activity. MF feature extraction conformed to anti-phospho-histone H3-immunolabeled mitotic (M) phase cells. Computer vision image processing was established to subtract key artifacts, obtain MF counts, and employ rotationally invariant feature extraction to map MF topography. Results: The automated topometric HS (TMHS) algorithm identified mitotic HS and mapped select tissue tiles with greatest MF counts back onto WSI thumbnail images to plot HS topographically. Influence of dye, pigment, and extraneous structure artifacts was minimized. TMHS diagnostic decision support included image overlay graphics of HS topography, as well as a spreadsheet and plot of tile-based MF count values. TMHS performance was validated examining both mitotic HS counting and mapping functions. Significantly correlated TMHS MF mapping and metrics were demonstrated using repeat analysis with WSI in different orientation (R2 = 0.9916) and by agreement with a pathologist (R2 = 0.8605) as well as through assessment of counting function using an independently tuned object counting algorithm (OCA) (R2 = 0.9482). Limits of agreement analysis support method interchangeability. MF counts obtained led to accurate patient survival prediction in all (n = 30) except one case. By contrast, more variable performance was documented when several pathologists examined similar cases using microscopy (pair-wise correlations, rho range = 0.7597-0.9286). Conclusions: Automated TMHS MF segmentation and feature engineering performance were interchangeable with both observer and OCA in digital mode. Moreover, enhanced HS location accuracy and superior method reproducibility were achieved using the automated TMHS algorithm compared to the current practice employing clinical microscopy.
The tumor suppressor gene TP53 expresses at least 12 isoforms due to alternative splicing, alternative initiation of translation, and alternative promoter usage. These isoforms include p53β and Δ133p53, which can modulate p53 transcriptional activity and apoptosis. The p53 isoform Δ133p53 is expressed in normal tissue, but is abnormally expressed in several cancer types. However, its role in tumor progression is still unclear. Normal somatic cells undergo a limited number of cell divisions, eventually leading to an irreversible proliferative growth arrest known as replicative senescence. Replicative senescence can act as a tumor suppressor mechanism, thus constituting a critical barrier to tumor progression in vivo. Previous studies showed that, p53β and Δ133p53 are endogenous regulators of replicative senescence in normal human fibroblasts. Interestingly, expression of Δ133p53 is upregulated in several cancer types. For instance, enhanced levels of Δ133p53 are associated with inhibition of cellular senescence in colon carcinoma as well as with progression of premalignant colon adenomas to colon carcinomas. However, little is known about the role of Δ133p53 in cancer. We are studying the roles of Δ133p53 in proliferation and senescence of cancer cell lines. We hypothesized that depletion of otherwise enhanced Δ133p53 isoform induces cellular growth arrest and increases the secretion of senescence-associated secretory phenotype (SASP) pro-inflammatory cytokines such as IL-6 and IL-8 of cancer cell lines, and thus Δ133p53 may be a therapeutic target to repress tumor cell growth. Citation Format: Natalia Von Muhlinen, Jessica Beck, Curtis C. Harris. p53 isoform delta133p53 in tumor senescence [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 470.
Distribution of samples across runs of 16S rRNA sequencing. (XLSX 18 kb)
The National Cancer Institute-led multidisciplinary Comparative Brain Tumor Consortium (CBTC) convened a glioma pathology board, comprising both veterinarian and physician neuropathologists, and conducted a comprehensive review of 193 cases of canine glioma. The immediate goal was to improve existing glioma classification methods through creation of a histologic atlas of features, thus yielding greater harmonization of phenotypic characterization. The long-term goal was to support future incorporation of clinical outcomes and genomic data into proposed simplified diagnostic schema, so as to further bridge the worlds of veterinary and physician neuropathology and strengthen validity of the dog as a naturally occurring, translationally relevant animal model of human glioma. All cases were morphologically reclassified according to a new schema devised by the entire board, yielding a majority opinion diagnosis of astrocytoma (43, 22.3%), 19 of which were low-grade and 24 high-grade, and oligodendroglioma (134, 69.4%), 35 of which were low-grade and 99 were high-grade. Sixteen cases (8.3%) could not be classified as oligodendroglioma or astrocytoma based on morphology alone and were designated as undefined gliomas. The simplified classification scheme proposed herein provides a tractable means for future addition of molecular data, and also serves to highlight histologic similarities and differences between human and canine glioma.
Thyroid transcription factor-1 (TTF-1) is a specific and sensitive marker for canine pulmonary tumors but is also expressed in thyroid carcinomas, which commonly metastasize to lung. Napsin A and surfactant protein A (SP-A) are used in the histologic diagnosis of non-small-cell lung cancer in humans but have not been thoroughly evaluated in neoplasms of dogs. The objective of this study was to compare the efficacy of immunohistochemistry for SP-A, napsin A, and TTF-1 in the diagnosis of canine pulmonary carcinomas. TTF-1, napsin A, and SP-A antibodies were applied to 67 formalin-fixed, paraffin-embedded canine pulmonary tumors. Although each marker had good sensitivity, only 3% (2/67) of lung tumors were negative for SP-A compared with 7% (5/67) and 9% (6/67) for napsin A and TTF-1, respectively. Each antigen was detected in a greater percentage of cells of tumors with acinar or papillary patterns compared with those with squamous differentiation. SP-A immunoreactivity was absent in all 113 nonpulmonary tumors tested. Of 108 normal tissues, SP-A was detected only in lung and in 1 of 6 adrenal, 1 of 3 endometrial, and 1 of 4 hepatic sections. Based on these findings, SP-A and napsin A are useful markers of canine lung epithelial neoplasia. Of these, SP-A is the most sensitive and specific (a possible pitfall is the need to distinguish entrapped normal pulmonary epithelial cells or alveolar macrophages from neoplastic cells) and can be used in combination with TTF-1 or napsin A to improve detection and differentiation of pulmonary carcinomas from metastatic tumors in the canine lung.
Targeted cancer therapy demands accurate diagnosis of primary pulmonary carcinomas and their distinction from metastatic tumors in the lung. Thyroid transcription factor-1 (TTF-1) is a commonly used, moderately sensitive and specific immunohistochemical (IHC) marker of pulmonary carcinomas; however, it also labels thyroid neoplasms, which can metastasize to the lung. Napsin A, a protein involved in surfactant production, has been proposed as a novel marker of human pulmonary carcinomas with similar sensitivity to but higher specificity than TTF-1. The purpose of this study was to compare Napsin A IHC with that of TTF-1 in 70 canine pulmonary carcinomas. Because Napsin A IHC had not been evaluated in the dog, standardization was performed in normal canine lung. As in human lung, Napsin A expression in canine lung was confined mainly to type II pneumocytes and alveolar macrophages. Napsin A immunoreactivity was not diminished by fixation in formalin for up to 28 days before histologic processing. TTF-1 and Napsin A reactivity was scored in each carcinoma by the percent positive neoplastic cells as 0 (no labeled cells), 1 (1-15%), 2 (16-50%), or 3 (>50%). TTF-1 and Napsin A had comparable sensitivity with expression in 66/70 tumors (mean score, 2.71) and 65/70 tumors (mean score, 2.68), respectively. Although 63/70 pulmonary carcinomas expressed both markers, 3 expressed only TTF-1; 2, only Napsin A; and 2, neither marker. Thus, a panel including Napsin A and TTF-1 is recommended for maximal sensitivity (68/70) in IHC of canine pulmonary carcinomas.