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Fisher CR, Mba Medie F, Luu RJ, Gaibler RB, Mulhern TJ, Miller CR, Zhang CJ, Rubio LD, Marr EE, Vijayakumar V, Gabriel EP, Lopez Quezada L, Zhang CH, Anderson KS, Jorgensen WL, Alladina JW, Medoff BD, Borenstein JT, Gard AL. A High-Throughput, High-Containment Human Primary Epithelial Airway Organ-on-Chip Platform for SARS-CoV-2 Therapeutic Screening. Cells 2023; 12:2639. [PMID: 37998374 PMCID: PMC10669988 DOI: 10.3390/cells12222639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Revised: 10/31/2023] [Accepted: 11/09/2023] [Indexed: 11/25/2023] Open
Abstract
COVID-19 emerged as a worldwide pandemic in early 2020, and while the rapid development of safe and efficacious vaccines stands as an extraordinary achievement, the identification of effective therapeutics has been less successful. This process has been limited in part by a lack of human-relevant preclinical models compatible with therapeutic screening on the native virus, which requires a high-containment environment. Here, we report SARS-CoV-2 infection and robust viral replication in PREDICT96-ALI, a high-throughput, human primary cell-based organ-on-chip platform. We evaluate unique infection kinetic profiles across lung tissue from three human donors by immunofluorescence, RT-qPCR, and plaque assays over a 6-day infection period. Enabled by the 96 devices/plate throughput of PREDICT96-ALI, we also investigate the efficacy of Remdesivir and MPro61 in a proof-of-concept antiviral study. Both compounds exhibit an antiviral effect against SARS-CoV-2 in the platform. This demonstration of SARS-CoV-2 infection and antiviral dosing in a high-throughput organ-on-chip platform presents a critical capability for disease modeling and therapeutic screening applications in a human physiology-relevant in vitro system.
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Affiliation(s)
- Christine R. Fisher
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
| | - Felix Mba Medie
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
| | - Rebeccah J. Luu
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
| | - Robert B. Gaibler
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
| | - Thomas J. Mulhern
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
| | - Caitlin R. Miller
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
| | - Chelsea J. Zhang
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
| | - Logan D. Rubio
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
| | - Elizabeth E. Marr
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
| | - Vidhya Vijayakumar
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
| | - Elizabeth P. Gabriel
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
| | - Landys Lopez Quezada
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
| | - Chun-Hui Zhang
- Department of Chemistry, Yale University, New Haven, CT 06520, USA (W.L.J.)
| | - Karen S. Anderson
- Department of Pharmacology, Yale University, New Haven, CT 06520, USA;
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA
| | | | - Jehan W. Alladina
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; (J.W.A.); (B.D.M.)
| | - Benjamin D. Medoff
- Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; (J.W.A.); (B.D.M.)
| | - Jeffrey T. Borenstein
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
| | - Ashley L. Gard
- Bioengineering Division, Draper, Cambridge, MA 02139, USA; (C.R.F.); (F.M.M.); (R.J.L.); (R.B.G.); (T.J.M.); (V.V.); (E.P.G.); (L.L.Q.); (J.T.B.)
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Hallisey M, Dennis J, Gabriel EP, Masciarelli A, Chen J, Abrecht C, Brainard M, Marcotte WM, Dong H, Hathaway E, Tarannum M, Vergara JA, Schork AN, Tyan K, Tarantino G, Liu D, Romee R, Rahma OE, Severgnini M, Hodi FS, Baginska J. Profiling of Natural Killer Interactions With Cancer Cells Using Mass Cytometry. J Transl Med 2023; 103:100174. [PMID: 37169083 DOI: 10.1016/j.labinv.2023.100174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 04/28/2023] [Accepted: 05/02/2023] [Indexed: 05/13/2023] Open
Abstract
We developed a comprehensive method for functional assessment of the changes in immune populations and killing activity of peripheral blood mononuclear cells after cocultures with cancer cells using mass cytometry. In this study, a 43-marker mass cytometry panel was applied to a coculture of immune cells from healthy donors' peripheral blood mononuclear cells with diverse cancer cell lines. DNA content combined with classical CD45 surface staining was used as gating parameters for cocultures of immune cells (CD45high/DNAlow) with hematological (CD45low/DNAhigh) and solid cancer cell lines (CD45neg/DNAhigh). This strategy allows for universal discrimination of cancer cells from immune populations without the need for a specific cancer cell marker and simultaneous assessment of phenotypical changes in both populations. The use of mass cytometry allows for simultaneous detection of changes in natural killer, natural killer T cell, and T cell phenotypes and degranulation of immune populations upon target recognition, analysis of target cells for cytotoxic protein granzyme B content, and cancer cell death. These findings have broad applicability in research and clinical settings with the aim to phenotype and assess functional changes following not only NK-cancer cell interactions but also the effect of those interactions on other immune populations.
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Affiliation(s)
- Margaret Hallisey
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jenna Dennis
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Elizabeth P Gabriel
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Alyssa Masciarelli
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jiajia Chen
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts; Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Charlotte Abrecht
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Martha Brainard
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - William M Marcotte
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Han Dong
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Emma Hathaway
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Mubin Tarannum
- Division of Hematologic Malignancies, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Juliana A Vergara
- Division of Hematologic Malignancies, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Abigail N Schork
- Longwood Medical Area CyTOF Core, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Kevin Tyan
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Giuseppe Tarantino
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts; Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - David Liu
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts; Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Rizwan Romee
- Division of Hematologic Malignancies, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Osama E Rahma
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Mariano Severgnini
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - F Stephen Hodi
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Joanna Baginska
- Department of Medical Oncology, Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
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Gregorio GV, Rogacion JM, Gabriel EP, Santos Ocampo PD. Nutritional intervention in acute diarrhea: is a lactose-free formula essential? Southeast Asian J Trop Med Public Health 1992; 23:235-45. [PMID: 1439975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
A prospective study was done to determine the incidence of disaccharide intolerance among 3-36 month-old patients with acute watery diarrhea who were on breast feeding and/or lactose-containing formula. The effect of feeding intervention on the outcome was investigated. Significant disaccharide intolerance was defined as one with (1) biochemical derangements: stool pH < 6.0 (Riedel de Haen pH paper) and reducing substances > or = 0.5 mg% (Clinitest) on two consecutive determinations and (2) clinical evidence: high purging rate (> 10 gm/kg/hour) and reappearance of dehydration and/or weight loss while on a lactose containing milk. Seven of 92 patients (7.8%) had biochemical evidence of disaccharide malabsorption on admission. Subsequent monitoring of the study population showed absence of disaccharide intolerance. Despite a lactose containing formula, a significant (p < 0.05) reduction in stool output from the first to the second day (145.85 +/- 130.26 vs 115.43 +/- 95.65 g/kg admission weight) was noted. Likewise, weight gain from admission to discharge (4.56 +/- 3.44%) was observed. The mean total duration of illness (4.75 +/- 2.84 days) was well within the usual course of five to seven days. This study supports the current recommendation of continued breast feeding and/or use of lactose containing formula during acute watery diarrhea.
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Affiliation(s)
- G V Gregorio
- Department of Pediatrics, University of the Philippines, Philippine General Hospital, Ermita, Manila
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Gabriel EP, Lindquist BL, Abud RL, Merrick JM, Lebenthal E. Effect of vitamin A deficiency on the adherence of fimbriated and nonfimbriated Salmonella typhimurium to isolated small intestinal enterocytes. J Pediatr Gastroenterol Nutr 1990; 10:530-5. [PMID: 1972742 DOI: 10.1097/00005176-199005000-00017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
In vitamin A-deficient children, increased rates of bacterial infections in the intestine have been observed. The adherence of bacteria is a prerequisite for invasion. Thus, the effect of vitamin A deficiency on the adherence of fimbriated and nonfimbriated Salmonella typhimurium to isolated small intestinal enterocytes was studied. Male weanling rats matched by weight were divided into three groups: one group was fed a vitamin A-free diet for 8-12 weeks; another was given the same diet supplemented with retinol acetate; a third group matched for age served as controls. The vitamin A-deficient group showed a significantly lower growth rate and lower serum retinol levels than either the retinol acetate-supplemented or control groups. In all the groups, S. typhimurium possessing mannose-sensitive fimbriae adhered to enterocytes in significantly larger numbers than the nonfimbriated strains. The number of fimbriated S. typhimurium bound to enterocytes from the proximal small intestine was significantly higher in the vitamin A-deficient rats than in the pair-fed vitamin A-supplemented group (19.3 +/- 14.9 versus 7.8 +/- 5.0; p less than 0.05) or the control group (19.3 +/- 14.9 versus 8.7 +/- 3.5, p = 0.01). The specific activities of the enterocytes lactase, sucrase, and maltase and the protein content in the vitamin A-deficient rats were similar to those in the controls. These results demonstrate that vitamin A deficiency in rats is associated with the increased ability of S. typhimurium to adhere to proximal small intestinal enterocytes. However, the possible changes in the membrane of the enterocyte do not include decreases in brush border disaccharidases or protein content.
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Affiliation(s)
- E P Gabriel
- International Institute for Infant Nutrition and Gastrointestinal Disease, Children's Hospital, Buffalo, New York
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