533 results on '"Manalis, Scott R."'
Search Results
202. High precision particle mass sensing using microchannel resonators in the second vibration mode
- Author
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Lee, Jungchul, primary, Bryan, Andrea K., additional, and Manalis, Scott R., additional
- Published
- 2011
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203. Fabrication and Characterization of an Integrated Microsystem for Protein Preconcentration and Sensing
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Dextras, Philip, primary, Payer, Kristofor R., additional, Burg, Thomas P., additional, Shen, Wenjiang, additional, Wang, Ying-Chih, additional, Han, Jongyoon, additional, and Manalis, Scott R., additional
- Published
- 2011
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204. Mass sensors with mechanical traps for weighing single cells in different fluids
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Weng, Yaochung, primary, Delgado, Francisco Feijó, additional, Son, Sungmin, additional, Burg, Thomas P., additional, Wasserman, Steven C., additional, and Manalis, Scott R., additional
- Published
- 2011
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- View/download PDF
205. Toward Attogram Mass Measurements in Solution with Suspended Nanochannel Resonators
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Lee, Jungchul, primary, Shen, Wenjiang, additional, Payer, Kris, additional, Burg, Thomas P., additional, and Manalis, Scott R., additional
- Published
- 2010
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- View/download PDF
206. Energy dissipation in microfluidic beam resonators
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SADER, JOHN E., primary, BURG, THOMAS P., additional, and MANALIS, SCOTT R., additional
- Published
- 2010
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207. Measurement of mass, density, and volume during the cell cycle of yeast
- Author
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Bryan, Andrea K., primary, Goranov, Alexi, additional, Amon, Angelika, additional, and Manalis, Scott R., additional
- Published
- 2009
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- View/download PDF
208. Nonmonotonic Energy Dissipation in Microfluidic Resonators
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Burg, Thomas P., primary, Sader, John E., additional, and Manalis, Scott R., additional
- Published
- 2009
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- View/download PDF
209. Making it stick: convection, reaction and diffusion in surface-based biosensors
- Author
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Squires, Todd M, primary, Messinger, Robert J, additional, and Manalis, Scott R, additional
- Published
- 2008
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210. Teflon films for chemically-inert microfluidic valves and pumps
- Author
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Grover, William H., primary, von Muhlen, Marcio G., additional, and Manalis, Scott R., additional
- Published
- 2008
- Full Text
- View/download PDF
211. Mass-based readout for agglutination assays
- Author
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Chunara, Rumi, primary, Godin, Michel, additional, Knudsen, Scott M., additional, and Manalis, Scott R., additional
- Published
- 2007
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- View/download PDF
212. Measuring the mass, density, and size of particles and cells using a suspended microchannel resonator
- Author
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Godin, Michel, primary, Bryan, Andrea K., additional, Burg, Thomas P., additional, Babcock, Ken, additional, and Manalis, Scott R., additional
- Published
- 2007
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- View/download PDF
213. Integrated microelectronic device for label-free nucleic acid amplification and detection
- Author
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Johnson Hou, Chih-Sheng, primary, Godin, Michel, additional, Payer, Kristofor, additional, Chakrabarti, Raj, additional, and Manalis, Scott R., additional
- Published
- 2007
- Full Text
- View/download PDF
214. Measuring single cell mass, volume, and density with dual suspended microchannel resonators.
- Author
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BryanThese authors contributed equally to this work., Andrea K., Hecht, Vivian C., Shen, Wenjiang, Payer, Kristofor, Grover, William H., and Manalis, Scott R.
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LABS on a chip ,CYTOLOGY ,MICROFLUIDIC devices ,CELLULAR pathology ,RESONATORS ,MICROTECHNOLOGY - Abstract
Cell size, measured as either volume or mass, is a fundamental indicator of cell state. Far more tightly regulated than size is density, the ratio between mass and volume, which can be used to distinguish between cell populations even when volume and mass appear to remain constant. Here we expand upon a previous method for measuring cell density involving a suspended microchannel resonator (SMR). We introduce a new device, the dual SMR, as a high-precision instrument for measuring single-cell mass, volume, and density using two resonators connected by a serpentine fluidic channel. The dual SMR designs considered herein demonstrate the critical role of channel geometry in ensuring proper mixing and damping of pressure fluctuations in microfluidic systems designed for precision measurement. We use the dual SMR to compare the physical properties of two well-known cancer cell lines: human lung cancer cell H1650 and mouse lymphoblastic leukemia cell line L1210. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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- View/download PDF
215. Weighing nanoparticles in solution at the attogram scale.
- Author
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Olcum, Selim, Cermak, Nathan, Wasserman, Steven C., Christine, Kathleen S., Atsumi, Hiroshi, Payer, Kris R., Wenjiang Shen, Jungchul Lee, Belcher, Angela M., Bhatia, Sangeeta N., and Manalis, Scott R.
- Subjects
NANOPARTICLES ,RESONATORS ,NANOELECTROMECHANICAL systems ,BANDWIDTHS ,EXOSOMES - Abstract
Physical characterization of nanoparticles is required for a wide range of applications. Nanomechanical resonators can quantify the mass of individual particles with detection limits down to a single atom in vacuum. However, applications are limited because performance is severely degraded in solution. Suspended micro- and nanochannel resonators have opened up the possibility of achieving vacuum-level precision for samples in the aqueous environment and a noise equivalent mass resolution of 27 attograms in 1-kHz bandwidth was previously achieved by Lee et al. [(2010) Nano Lett 10(7):2537-2542]. Here, we report on a series of advancements that have improved the resolution by more than 30-fold, to 0.85 attograms in the same bandwidth, approaching the thermomechanical noise limit and enabling precise quantification of particles down to 10 nm with a throughput of more than 18,000 particles per hour. We demonstrate the potential of this capability by comparing the mass distributions of exosomes produced by different cell types and by characterizing the yield of self-assembled DNA nanoparticle structures. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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216. Intracellular Water Exchange for Measuring the Dry Mass, Water Mass and Changes in Chemical Composition of Living Cells.
- Author
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Feijó Delgado, Francisco, Cermak, Nathan, Hecht, Vivian C., Son, Sungmin, Li, Yingzhong, Knudsen, Scott M., Olcum, Selim, Higgins, John M., Chen, Jianzhu, Grover, William H., and Manalis, Scott R.
- Subjects
CYTOLOGY ,BIOPHYSICS ,NUCLEIC acids ,BIOTECHNOLOGY ,BIOMATERIALS ,BLOOD water ,DNA ,BLOOD cells - Abstract
We present a method for direct non-optical quantification of dry mass, dry density and water mass of single living cells in suspension. Dry mass and dry density are obtained simultaneously by measuring a cell’s buoyant mass sequentially in an H
2 O-based fluid and a D2 O-based fluid. Rapid exchange of intracellular H2 O for D2 O renders the cell’s water content neutrally buoyant in both measurements, and thus the paired measurements yield the mass and density of the cell’s dry material alone. Utilizing this same property of rapid water exchange, we also demonstrate the quantification of intracellular water mass. In a population of E. coli, we paired these measurements to estimate the percent dry weight by mass and volume. We then focused on cellular dry density – the average density of all cellular biomolecules, weighted by their relative abundances. Given that densities vary across biomolecule types (RNA, DNA, protein), we investigated whether we could detect changes in biomolecular composition in bacteria, fungi, and mammalian cells. In E. coli, and S. cerevisiae, dry density increases from stationary to exponential phase, consistent with previously known increases in the RNA/protein ratio from up-regulated ribosome production. For mammalian cells, changes in growth conditions cause substantial shifts in dry density, suggesting concurrent changes in the protein, nucleic acid and lipid content of the cell. [ABSTRACT FROM AUTHOR]- Published
- 2013
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217. Characterizing deformability and surface friction of cancer cells.
- Author
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Byun, Sangwon, Son, Sungmin, Amodei, Dario, Cermak, Nathan, Shaw, Josephine, Joon Ho Kang, Hecht, Vivian C., Winslow, Monte M., Jacks, Tyler, Mallick, Parag, and Manalis, Scott R.
- Subjects
CANCER cell motility ,CANCER cell growth ,CELL communication ,CANCER invasiveness ,INHIBITION of cellular proliferation ,MICROFLUIDIC analytical techniques - Abstract
Metastasis requires the penetration of cancer cells through tight spaces, which is mediated by the physical properties of the cells as well as their interactions with the confined environment. Various microfluidic approaches have been devised to mimic traversal in vitro by measuring the time required for cells to pass through a constriction. Although a cell's passage time is expected to depend on its deformability, measurements from existing approaches are confounded by a cell's size and its frictional properties with the channel wall. Here, we introduce a device that enables the precise measurement of (i) the size of a single cell, given by its buoyant mass, (ii) the velocity of the cell entering a constricted microchannel (entry velocity), and (iii) the velocity of the cell as it transits through the constriction (transit velocity). Changing the deformability of the cell by perturbing its cytoskeleton primarily alters the entry velocity, whereas changing the surface friction by immobilizing positive charges on the constriction's walls primarily alters the transit velocity, indicating that these parameters can give insight into the factors affecting the passage of each cell. When accounting for cell buoyant mass, we find that cells possessing higher metastatic potential exhibit faster entry velocities than cells with lower metastatic potential. We additionally find that some cell types with higher metastatic potential exhibit greater than expected changes in transit velocities, suggesting that not only the increased deformability but reduced friction may be a factor in enabling invasive cancer cells to efficiently squeeze through tight spaces. [ABSTRACT FROM AUTHOR]
- Published
- 2013
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218. Measuring single-cell density.
- Author
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Grover, William H., Bryan, Andrea K., Diez-Silva, Monica, Suresh, Subra, Higgins, John M., and Manalis, Scott R.
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MICROFLUIDICS ,CELL growth ,PLASMODIUM falciparum ,BLOOD cells ,LEUKEMIA diagnosis - Abstract
We have used a microfluidic mass sensor to measure the density of single living cells. By weighing each cell in two fluids of different densities, our technique measures the single-cell mass, volume, and density of approximately 500 cells per hour with a density precision of 0.001 g mL
-1 . We observe that the intrinsic cell-to-cell variation in density is nearly 100-fold smaller than the mass or volume variation. As a result, we can measure changes in cell density indicative of cellular processes that would be otherwise undetectable by mass or volume measurements. Here, we demonstrate this with four examples: identifying Plasmodium falciparum malaria-infected erythrocytes in a culture, distinguishing transfused blood cells from a patient's own blood, identifying irreversibly sickled cells in a sickle cell patient, and identifying leukemia cells in the early stages of responding to a drug treatment. These demonstrations suggest that the ability to measure single-cell density will provide valuable insights into cell state for a wide range of biological processes. [ABSTRACT FROM AUTHOR]- Published
- 2011
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- View/download PDF
219. Using buoyant mass to measure the growth of single cells.
- Author
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Godin, Michel, Delgado, Francisco Feijó, Son, Sungmin, Grover, William H., Bryan, Andrea K., Tzur, Amit, Jorgensen, Paul, Payer, Kris, Grossman, Alan D., Kirschner, Marc W., and Manalis, Scott R.
- Subjects
MICROFLUIDIC devices ,BACILLUS subtilis genetics ,SACCHAROMYCES cerevisiae ,ESCHERICHIA coli ,GROWTH factors - Abstract
We used a suspended microchannel resonator (SMR) combined with picoliter-scale microfluidic control to measure buoyant mass and determine the 'instantaneous' growth rates of individual cells. The SMR measures mass with femtogram precision, allowing rapid determination of the growth rate in a fraction of a complete cell cycle. We found that for individual cells of Bacillus subtilis, Escherichia coli, Saccharomyces cerevisiae and mouse lymphoblasts, heavier cells grew faster than lighter cells. [ABSTRACT FROM AUTHOR]
- Published
- 2010
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220. Label-Free Biomarker Sensing in Undiluted Serum with Suspended Microchannel Resonators.
- Author
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von Muhlen, Marcio G., Brault, Norman D., Knudsen, Scott M., Jiang, Shaoyi, and Manalis, Scott R.
- Published
- 2010
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221. Determination of Bacterial Antibiotic Resistance Based on Osmotic Shock Response.
- Author
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Knudsen, Scott M., von Muhlen, Marcio G., Schauer, David B., and Manalis, Scott R.
- Published
- 2009
- Full Text
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222. Integrated Measurement of the Mass and Surface Charge of Discrete Microparticles Using a Suspended Microchannel Resonator.
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Dextras, Philip, Burg, Thomas P., and Manalis, Scott R.
- Published
- 2009
- Full Text
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223. Suspended Microchannel Resonators for Ultralow Volume Universal Detection.
- Author
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Sungmin Son, Grover, William H., Burg, Thomas P., and Manalis, Scott R.
- Published
- 2008
- Full Text
- View/download PDF
224. Weighing of biomolecules, single cells and single nanoparticles in fluid.
- Author
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Burg, Thomas P., Godin, Michel, Knudsen, Scott M., Wenjiang Shen, Carlson, Greg, Foster, John S., Babcock, Ken, and Manalis, Scott R.
- Subjects
NANOTECHNOLOGY ,BIOMOLECULES ,NANOPARTICLES ,RESONATORS ,SILICON crystals ,QUARTZ crystal microbalances - Abstract
Nanomechanical resonators enable the measurement of mass with extraordinary sensitivity. Previously, samples as light as 7 zeptograms (1 zg = 10
-21 g) have been weighed in vacuum, and proton-level resolution seems to be within reach. Resolving small mass changes requires the resonator to be light and to ring at a very pure tone—that is, with a high quality factor. In solution, viscosity severely degrades both of these characteristics, thus preventing many applications in nanotechnology and the life sciences where fluid is required. Although the resonant structure can be designed to minimize viscous loss, resolution is still substantially degraded when compared to measurements made in air or vacuum. An entirely different approach eliminates viscous damping by placing the solution inside a hollow resonator that is surrounded by vacuum. Here we demonstrate that suspended microchannel resonators can weigh single nanoparticles, single bacterial cells and sub-monolayers of adsorbed proteins in water with sub-femtogram resolution (1 Hz bandwidth). Central to these results is our observation that viscous loss due to the fluid is negligible compared to the intrinsic damping of our silicon crystal resonator. The combination of the low resonator mass (100 ng) and high quality factor (15,000) enables an improvement in mass resolution of six orders of magnitude over a high-end commercial quartz crystal microbalance. This gives access to intriguing applications, such as mass-based flow cytometry, the direct detection of pathogens, or the non-optical sizing and mass density measurement of colloidal particles. [ABSTRACT FROM AUTHOR]- Published
- 2007
- Full Text
- View/download PDF
225. Vacuum-Packaged Suspended Microchannel Resonant Mass Sensor for Biomolecular Detection.
- Author
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Burg, Thomas P., Mirza, Amir R., Milovic, Nebojsa, Tsau, Christine H., Popescu, George A., Foster, John S., and Manalis, Scott R.
- Subjects
BIOMOLECULES ,BIOSENSORS ,MICROFLUIDICS ,FLUID dynamics ,MOLECULAR biology ,MEDICAL electronics ,MICROFABRICATION ,MANUFACTURING processes - Abstract
There is a great need in experimental biology for tools to study interactions between biological molecules and to profile expression levels of large numbers of proteins. This paper describes the fabrication, packaging and testing of a resonant mass sensor for the detection of biomolecules in a microfluidic format. The transducer employs a suspended microchannel as the resonating element, thereby avoiding the problems of damping and viscous drag that normally degrade the sensitivity of resonant sensors in liquid. Our device differs from a vibrating tube densitometer in that the channel is very thin, which enables the detection of molecules that bind to the channel walls; this provides a path to specificity via molecular recognition by immobilized receptors. The fabrication is based on a sacrificial polysilicon process with low-stress low-pressure chemical-vapor deposited (LPCVD) silicon nitride as the structural material, and the resonator is vacuum packaged on the wafer scale using glass frit bonding. Packaged resonators exhibit a sensitivity of 0.8 ppm/(ng·cm²) and a mechanical quality factor of up to 700. To the best of our knowledge, this quality factor is among the highest so far reported for resonant sensors with comparable surface mass sensitivity in liquid. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
226. Monitoring of heparin and its low-molecular-weight analogs by silicon field effect.
- Author
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Milović, Nebojša M., Behr, Jonathan R., Godin, Michel, Hou, Chih-Sheng Johnson, Payers, Kristofor R., Chandrasekaran, Aarthi, Russo, Peter R., Sasisekharan, Ram, and Manalis, Scott R.
- Subjects
HEPARIN ,MOLECULAR weights ,SILICON ,ANTICOAGULANTS ,BIOSENSORS ,EPITOPES - Abstract
Heparin is a highly sulfated glycosaminoglycan that is used as an important clinical anticoagulant. Monitoring and control of the heparin level in a patient's blood during and after surgery is essential, but current clinical methods are limited to indirect and off-line assays. We have developed a silicon field-effect sensor for direct detection of heparin by its intrinsic negative charge. The sensor consists of a simple microfabricated electrolyte-insulator-silicon structure encapsulated within microfluidic channels. As heparin-specific surface probes the clinical heparin antagonist protamine or the physiological partner antithrombin III were used. The dose-response curves in 10% PBS revealed a detection limit of 0.001 units/ml, which is orders of magnitude lower than clinically relevant concentrations. We also detected heparin-based drugs such as the low-molecular-weight heparin enoxaparin (Lovenox) and the synthetic pentasaccharide heparin analog fondaparinux (Arixtra), which cannot be monitored by the existing near-patient clinical methods. We demonstrated the specificity of the antithrombin III functionalized sensor for the physiologically active pentasaccharide sequence. As a validation, we showed correlation of our measurements to those from a colorimetric assay for heparin-mediated anti-Xa activity. These results demonstrate that silicon field-effect sensors could be used in the clinic for routine monitoring and maintenance of therapeutic levels of heparin and heparin-based drugs and in the laboratory for quantitation of total amount and specific epitopes of heparin and other glycosaminoglycans. [ABSTRACT FROM AUTHOR]
- Published
- 2006
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227. Fabrication and Characterization of a Micromechanical Sensor for Differential Detection of Nanoscale Motions.
- Author
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Savran, Cagri A., Sparks, Andrew W., Sihler, Joachim, Jian Li, Wan-Chen Wu, Berlin, Dean E., Burg, Thomas P., Fritz, Jürgen, Schmidt, Martin A., and Manalis, Scott R.
- Subjects
DETECTORS ,MICROELECTROMECHANICAL systems - Abstract
We have micromachined a mechanical sensor that uses interferometry to detect the differential and absolute deflections of two adjacent cantilevers. The overall geometry of the device allows simple fluidic delivery to each cantilever to immobilize molecules for biological and chemical detection. We show that differential sensing is 50 times less affected by ambient temperature changes than the absolute, thus enabling a more reliable differentiation between specific cantilever bending and background effects. We describe the fabrication process and show results related to the dynamic characterization of the device as a differential sensor. The root-mean-squared (rms) sensor noise in water and air is ∼1 nm over the frequency range of 0.4-40 Hz. We also find that in air, the deflection resolution is limited only by the cantilever's thermome- chanical noise level of 0.008 Å/Hz[sup 1/2] over the frequency range of 40-1000 Hz. [ABSTRACT FROM AUTHOR]
- Published
- 2002
- Full Text
- View/download PDF
228. Silicon Nitride Cantilevers With Oxidation-Sharpened Silicon Tips for Atomic Force Microscopy.
- Author
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Grow, Randal J., Minne, Stephen C., Manalis, Scott R., and Quate, Calvin F.
- Subjects
ATOMIC force microscopy ,SILICON nitride - Abstract
Proposes a process for making silicon nitride cantilevers with oxidation-sharpened silicon tips for atomic force microscopy. Characterization of the cantilevers; Thermal noise spectra of the cantilevers; Tip quality.
- Published
- 2002
- Full Text
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229. Sub-10 cm[sup 3] Interferometric Accelerometer With Nano-g Resolution.
- Author
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Loh, Nin C., Schmidt, Martin A., and Manalis, Scott R.
- Subjects
ACCELEROMETERS ,INTERFEROMETRY ,VIBRATION measurements - Abstract
Examines the development of a high-resolution accelerometer with a bulk-micromachined silicon proof mass and interferometric position sensor for measuring vibratory accelerations. Structure of the interferometer; Intensity of the beams; Fabrication of the proof masses with mechanical resonances.
- Published
- 2002
- Full Text
- View/download PDF
230. Functional drug susceptibility testing using single-cell mass predicts treatment outcome in patient-derived cancer neurosphere models.
- Author
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Stockslager, Max A., Malinowski, Seth, Touat, Mehdi, Yoon, Jennifer C., Geduldig, Jack, Mirza, Mahnoor, Kim, Annette S., Wen, Patrick Y., Chow, Kin-Hoe, Ligon, Keith L., and Manalis, Scott R.
- Abstract
Functional precision medicine aims to match individual cancer patients to optimal treatment through ex vivo drug susceptibility testing on patient-derived cells. However, few functional diagnostic assays have been validated against patient outcomes at scale because of limitations of such assays. Here, we describe a high-throughput assay that detects subtle changes in the mass of individual drug-treated cancer cells as a surrogate biomarker for patient treatment response. To validate this approach, we determined ex vivo response to temozolomide in a retrospective cohort of 69 glioblastoma patient-derived neurosphere models with matched patient survival and genomics. Temozolomide-induced changes in cell mass distributions predict patient overall survival similarly to O
6 -methylguanine-DNA methyltransferase (MGMT) promoter methylation and may aid in predictions in gliomas with mismatch-repair variants of unknown significance, where MGMT is not predictive. Our findings suggest cell mass is a promising functional biomarker for cancers and drugs that lack genomic biomarkers. [Display omitted] • In a retrospective study, ex vivo drug testing predicts GBM patient survival • Testing is based on detecting subtle changes in single-cell mass • Predictive power of functional testing is comparable to MGMT promoter methylation • Mass biomarker could be used in situations where genomic biomarkers are unavailable Stockslager et al. find in a retrospective study that functional drug susceptibility testing predicts the response of patients with glioblastoma to chemotherapy. By detecting subtle changes in tumor cell mass after ex vivo drug exposure, treatment response can be predicted with power comparable to the standard-of-care genomic biomarker. [ABSTRACT FROM AUTHOR]- Published
- 2021
- Full Text
- View/download PDF
231. A microfluidic hanging droplet as a programmable platform for mammalian egg vitrification.
- Author
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Feng, Haidong, Katsikis, Georgios, Napier, India D., Du, Gong, Lim, Josh, Doyle, Joseph O., Manalis, Scott R., and Griffith, Linda G.
- Subjects
- *
CHILDBEARING age , *IMMERSION in liquids , *CLINICAL medicine research , *LIQUID nitrogen , *REPRODUCTIVE health , *EMBRYOLOGY - Abstract
Egg (oocyte) vitrification is the dominant method for preserving fertility for women of reproductive age. However, the method is typically performed by hand, requiring precise (∼0.1 to 10 μL) and time-sensitive (∼1 s) liquid exchange of cryoprotectants (CPA) around eggs as well as fine handling of eggs (∼100 μm) for immersion into liquid nitrogen (LN2). Here, we developed a microfluidic platform for programmable vitrification. Our platform is based on a millimeter-sized hanging droplet inside which a given egg is suspended and subjected to liquid exchanges within seconds. After programmable exposures to CPA, the egg is extracted from the liquid–air interface of the droplet using a motorized fine-tip instrument and immersed into LN2 for vitrification. To benchmark our platform with the manual method, we vitrified over a hundred mouse eggs and found comparable percentages (∼95%) for post-vitrification survivability. In addition, our platform performs real-time microscopy of the egg thereby enabling future studies where its morphology may be linked to functional outcomes. Our study contributes to the ongoing efforts to enhance the automation of embryology techniques towards broader applications in reproductive medicine both for clinical and research purposes. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
232. Cyanobacteria newly isolated from marine volcanic seeps display rapid sinking and robust, high-density growth.
- Author
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Schubert, Max G., Tzu-Chieh Tang, Goodchild-Michelman, Isabella M., Ryon, Krista A., Henriksen, James R., Chavkin, Theodore, Yanqi Wu, Miettinen, Teemu P., Van Wychen, Stefanie, Dahlin, Lukas R., Spatafora, Davide, Turco, Gabriele, Guarnieri, Michael T., Manalis, Scott R., Kowitz, John, Hann, Elizabeth C., Dhir, Raja, Quatrini, Paola, Mason, Christopher E., and Church, George M.
- Abstract
Cyanobacteria are photosynthetic organisms that play important roles in carbon cycling and are promising bioproduction chassis. Here, we isolate two novel cyanobacteria with 4.6Mbp genomes, UTEX 3221 and UTEX 3222, from a unique marine environment with naturally elevated CO₂. We describe complete genome sequences for both isolates and, focusing on UTEX 3222 due to its planktonic growth in liquid, characterize biotechnologically relevant growth and biomass characteristics. UTEX 3222 outpaces other fast-growing model strains on a solid medium. It can double every 2.35 hours in a liquid medium and grows to high density (>31 g/L biomass dry weight) in batch culture, nearly double that of Synechococcus sp. PCC 11901, whose high-density growth was recently reported. In addition, UTEX 3222 sinks readily, settling more quickly than other fast-growing strains, suggesting favorable economics of harvesting UTEX 3222 biomass. These traits may make UTEX 3222 a compelling choice for marine carbon dioxide removal (CDR) and photosynthetic bioproduction from CO₂. Overall, we find that bio-prospecting in environments with naturally elevated CO₂ may uncover novel CO₂-metabolizing organisms with unique characteristics. IMPORTANCE Cyanobacteria provide a potential avenue for both biomanufacturing and combatting climate change via high-efficiency photosynthetic carbon sequestration. This study identifies novel photosynthetic organisms isolated from a unique geochemical environment and describes their genomes, growth behavior in culture, and biochemical composition. These cyanobacteria appear to make a tractable research model, and cultures are made publicly available alongside information about their culture and maintenance. Application of these organisms to carbon sequestration and/or biomanufacturing is discussed, including unusual, rapid settling characteristics of the strains relevant to scaled culture. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
233. Weighing the DNA Content of Adeno-Associated Virus Vectors with Zeptogram Precision Using Nanomechanical Resonators
- Author
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Katsikis, Georgios, Hwang, Iris E., Wang, Wade, Bhat, Vikas S., McIntosh, Nicole L., Karim, Omair A., Blus, Bartlomiej J., Sha, Sha, Agache, Vincent, Wolfrum, Jacqueline M., Springs, Stacy L., Sinskey, Anthony J., Barone, Paul W., Braatz, Richard D., and Manalis, Scott R.
- Abstract
Quantifying the composition of viral vectors used in vaccine development and gene therapy is critical for assessing their functionality. Adeno-associated virus (AAV) vectors, which are the most widely used viral vectors for in vivo gene therapy, are typically characterized using PCR, ELISA, and analytical ultracentrifugation which require laborious protocols or hours of turnaround time. Emerging methods such as charge-detection mass spectroscopy, static light scattering, and mass photometry offer turnaround times of minutes for measuring AAV mass using optical or charge properties of AAV. Here, we demonstrate an orthogonal method where suspended nanomechanical resonators (SNR) are used to directly measure both AAV mass and aggregation from a few microliters of sample within minutes. We achieve a precision near 10 zeptograms which corresponds to 1% of the genome holding capacity of the AAV capsid. Our results show the potential of our method for providing real-time quality control of viral vectors during biomanufacturing.
- Published
- 2022
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234. Monitoring and modeling of lymphocytic leukemia cell bioenergetics reveals decreased ATP synthesis during cell division.
- Author
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Kang, Joon Ho, Katsikis, Georgios, Li, Zhaoqi, Sapp, Kiera M., Stockslager, Max A., Lim, Daniel, Vander Heiden, Matthew G., Yaffe, Michael B., Manalis, Scott R., and Miettinen, Teemu P.
- Subjects
LYMPHOCYTIC leukemia ,CELL division ,BIOENERGETICS ,CELL populations ,MEMBRANE potential ,MITOCHONDRIAL membranes ,MITOSIS - Abstract
The energetic demands of a cell are believed to increase during mitosis, but the rates of ATP synthesis and consumption during mitosis have not been quantified. Here, we monitor mitochondrial membrane potential of single lymphocytic leukemia cells and demonstrate that mitochondria hyperpolarize from the G2/M transition until the metaphase-anaphase transition. This hyperpolarization was dependent on cyclin-dependent kinase 1 (CDK1) activity. By using an electrical circuit model of mitochondria, we quantify mitochondrial ATP synthesis rates in mitosis from the single-cell time-dynamics of mitochondrial membrane potential. We find that mitochondrial ATP synthesis decreases by approximately 50% during early mitosis and increases back to G2 levels during cytokinesis. Consistently, ATP levels and ATP synthesis are lower in mitosis than in G2 in synchronized cell populations. Overall, our results provide insights into mitotic bioenergetics and suggest that cell division is not a highly energy demanding process. ATP drives most cellular processes, although ATP production and consumption levels during mitosis remain unreported. Here, the authors combine metabolic measurements and modeling to quantify ATP levels and synthesis dynamics, revealing that ATP synthesis and consumption are lowered during mitosis. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
235. Cell size, density, and nutrient dependency of unicellular algal gravitational sinking velocities.
- Author
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Miettinen, Teemu P., Gomez, Annika L., Yanqi Wu, Weida Wu, Usherwood, Thomas R., Yejin Hwang, Roller, Benjamin R. K., Polz, Martin F., and Manalis, Scott R.
- Subjects
- *
CELL size , *ALGAL growth , *ALGAL cells , *CARBON sequestration , *VELOCITY , *DENSITY , *CELLULAR control mechanisms - Abstract
Eukaryotic phytoplankton, also known as algae, form the basis of marine food webs and drive marine carbon sequestration. Algae must regulate their motility and gravitational sinking to balance access to light at the surface and nutrients in deeper layers. However, the regulation of gravitational sinking remains largely unknown, especially in motile species. Here, we quantify gravitational sinking velocities according to Stokes' law in diverse clades of unicellular marine microalgae to reveal the cell size, density, and nutrient dependency of sinking velocities. We identify a motile algal species, Tetraselmis sp., that sinks faster when starved due to a photosynthesis-driven accumulation of carbohydrates and a loss of intracellular water, both of which increase cell density. Moreover, the regulation of cell sinking velocities is connected to proliferation and can respond to multiple nutrients. Overall, our work elucidates how cell size and density respond to environmental conditions to drive the vertical migration of motile algae. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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- View/download PDF
236. Author Correction: IFITM3 functions as a PIP3 scaffold to amplify PI3K signalling in B cells
- Author
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Lee, Jaewoong, Robinson, Mark E., Ma, Ning, Artadji, Dewan, Ahmed, Mohamed A., Xiao, Gang, Sadras, Teresa, Deb, Gauri, Winchester, Janet, Cosgun, Kadriye Nehir, Geng, Huimin, Chan, Lai N., Kume, Kohei, Miettinen, Teemu P., Zhang, Ye, Nix, Matthew A., Klemm, Lars, Chen, Chun Wei, Chen, Jianjun, Khairnar, Vishal, Wiita, Arun P., Thomas-Tikhonenko, Andrei, Farzan, Michael, Jung, Jae U., Weinstock, David M., Manalis, Scott R., Diamond, Michael S., Vaidehi, Nagarajan, and Müschen, Markus
- Abstract
A Correction to this paper has been published: https://doi.org/10.1038/s41586-021-03388-4.
- Published
- 2021
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237. Bioengineering Strategies to Phenotypically Define Minimal Residual Disease
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Manalis, Scott R.
- Published
- 2020
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238. Alveolar proteins stabilize cortical microtubules in Toxoplasma gondii.
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Harding, Clare R., Gow, Matthew, Kang, Joon Ho, Shortt, Emily, Manalis, Scott R., Meissner, Markus, and Lourido, Sebastian
- Abstract
Single-celled protists use elaborate cytoskeletal structures, including arrays of microtubules at the cell periphery, to maintain polarity and rigidity. The obligate intracellular parasite Toxoplasma gondii has unusually stable cortical microtubules beneath the alveoli, a network of flattened membrane vesicles that subtends the plasmalemma. However, anchoring of microtubules along alveolar membranes is not understood. Here, we show that GAPM1a, an integral membrane protein of the alveoli, plays a role in maintaining microtubule stability. Degradation of GAPM1a causes cortical microtubule disorganisation and subsequent depolymerisation. These changes in the cytoskeleton lead to parasites becoming shorter and rounder, which is accompanied by a decrease in cellular volume. Extended GAPM1a depletion leads to severe defects in division, reminiscent of the effect of disrupting other alveolar proteins. We suggest that GAPM proteins link the cortical microtubules to the alveoli and are required to maintain the shape and rigidity of apicomplexan zoites. Cortical microtubules of Toxoplasma gondii are exceptionally stable, but it isn't known how they are anchored along membranes. Here, Harding et al. show that GAPM proteins localize to the inner membrane complex and are essential for maintaining the structural stability of parasites. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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239. Leukemia circulation kinetics revealed through blood exchange method.
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Miller, Alex B., Rodriguez, Felicia H., Langenbucher, Adam, Lin, Lin, Bray, Christina, Duquette, Sarah, Zhang, Ye, Goulet, Dan, Lane, Andrew A., Weinstock, David M., Hemann, Michael T., and Manalis, Scott R.
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- *
LYMPHOBLASTIC leukemia , *LEUKEMIA , *ACUTE leukemia , *ACUTE myeloid leukemia , *BONE marrow , *BLOOD circulation , *CIRCULATING tumor DNA , *TUMOR treatment - Abstract
Leukemias and their bone marrow microenvironments undergo dynamic changes over the course of disease. However, little is known about the circulation kinetics of leukemia cells, nor the impact of specific factors on the clearance of circulating leukemia cells (CLCs) from the blood. To gain a basic understanding of CLC dynamics over the course of disease progression and therapeutic response, we apply a blood exchange method to mouse models of acute leukemia. We find that CLCs circulate in the blood for 1–2 orders of magnitude longer than solid tumor circulating tumor cells. We further observe that: (i) leukemia presence in the marrow can limit the clearance of CLCs in a model of acute lymphocytic leukemia (ALL), and (ii) CLCs in a model of relapsed acute myeloid leukemia (AML) can clear faster than their untreated counterparts. Our approach can also directly quantify the impact of microenvironmental factors on CLC clearance properties. For example, data from two leukemia models suggest that E-selectin, a vascular adhesion molecule, alters CLC clearance. Our research highlights that clearance rates of CLCs can vary in response to tumor and treatment status and provides a strategy for identifying basic processes and factors that govern the kinetics of circulating cells. A blood exchange system reveals that leukemia cells clear faster in the blood than circulating tumor cells from solid tumors and that clearance rates can vary in response to tumor and treatment status. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
240. Linking single-cell measurements of mass, growth rate, and gene expression.
- Author
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Kimmerling, Robert J., Prakadan, Sanjay M., Gupta, Alejandro J., Calistri, Nicholas L., Stevens, Mark M., Olcum, Selim, Cermak, Nathan, Drake, Riley S., Pelton, Kristine, De Smet, Frederik, Ligon, Keith L., Shalek, Alex K., and Manalis, Scott R.
- Published
- 2018
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241. Microfluidic active loading of single cells enables analysis of complex clinical specimens.
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Calistri, Nicholas L., Kimmerling, Robert J., Malinowski, Seth W., Touat, Mehdi, Stevens, Mark M., Olcum, Selim, Ligon, Keith L., and Manalis, Scott R.
- Abstract
A fundamental trade-off between flow rate and measurement precision limits performance of many single-cell detection strategies, especially for applications that require biophysical measurements from living cells within complex and low-input samples. To address this, we introduce ‘active loading’, an automated, optically-triggered fluidic system that improves measurement throughput and robustness by controlling entry of individual cells into a measurement channel. We apply active loading to samples over a range of concentrations (1-1000 particles μL
−1 ), demonstrate that measurement time can be decreased by up to 20-fold, and show theoretically that performance of some types of existing single-cell microfluidic devices can be improved by implementing active loading. Finally, we demonstrate how active loading improves clinical feasibility for acute, single-cell drug sensitivity measurements by deploying it to a preclinical setting where we assess patient samples from normal brain, primary and metastatic brain cancers containing a complex, difficult-to-measure mixture of confounding biological debris. Single-cell detection methods are limited by the trade-off between flow rate and measurement precision. Here the authors introduce active loading, an optically triggered microfluidic system to concentrate diluted cell samples, which reduces clogging and decreases processing time in single-cell assays. [ABSTRACT FROM AUTHOR]- Published
- 2018
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242. Publisher Correction: Noninvasive monitoring of single-cell mechanics by acoustic scattering
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Kang, Joon Ho, Miettinen, Teemu P., Chen, Lynna, Olcum, Selim, Katsikis, Georgios, Doyle, Patrick S., and Manalis, Scott R.
- Abstract
The version of this paper originally published online contained an error in the x-axis of Fig. 2c: the LatB concentrations should be 0.4 and 1 μM, but during typesetting, the 1 μM label was incorrectly changed to 0.1 μM. The label is now correct in the print, PDF, and HTML versions of the paper. In addition, in the article’s online Supplementary Information, Supplementary Video 2 was a duplicate of Supplementary Video 1. The correct versions of both videos are now available online.
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- 2019
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243. Linking Biophysical and Transcriptional Profiles of In Vivo-Treated Human Leukemias on a Single-Cell Level Uniquely Resolves Subpopulations of Response
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Murakami, Mark A., Stevens, Mark M, Kimmerling, Robert J, Gupta, Alejandro J, Liu, Huiyun, Prakadan, Sanjay M., Shalek, Alex K., Manalis, Scott R., and Weinstock, David M.
- Abstract
Introduction: Assays are needed to define the susceptibility of heterogeneous primary human tumor cells. We previously showed that single-cell mass accumulation rate (MAR) - conceptually similar to growth rate - can accurately define drug sensitivity ex vivo(Stevens et al. Nature Biotechnology,2016). This live-cell assay is performed using a suspended microchannel resonator (SMR), which maintains cell viability and permits the downstream application of single-cell whole transcriptome sequencing (scRNA-seq) to identify molecular correlates of drug response. By comparing leukemias exposed to antineoplastic therapy or vehicle in vivo, we sought to identify unique transcriptional signatures that, when coupled with single-cell biophysical properties, provide a more nuanced view of therapeutic susceptibility.
- Published
- 2017
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244. The state of technological advancement to address challenges in the manufacture of rAAV gene therapies.
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Destro, Francesco, Wu, Weida, Srinivasan, Prasanna, Joseph, John, Bal, Vivekananda, Neufeld, Caleb, Wolfrum, Jacqueline M., Manalis, Scott R., Sinskey, Anthony J., Springs, Stacy L., Barone, Paul W., and Braatz, Richard D.
- Subjects
- *
GENETIC vectors , *GENE therapy , *TECHNOLOGICAL innovations , *ADENO-associated virus , *RECOMBINANT viruses - Abstract
Current processes for the production of recombinant adeno-associated virus (rAAV) are inadequate to meet the surging demand for rAAV-based gene therapies. This article reviews recent advances that hold the potential to address current limitations in rAAV manufacturing. A multidisciplinary perspective on technological progress in rAAV production is presented, underscoring the necessity to move beyond incremental refinements and adopt a holistic strategy to address existing challenges. Since several recent reviews have thoroughly covered advancements in upstream technology, this article provides only a concise overview of these developments before moving to pivotal areas of rAAV manufacturing not well covered in other reviews, including analytical technologies for rapid and high-throughput measurement of rAAV quality attributes, mathematical modeling for platform and process optimization, and downstream approaches to maximize efficiency and rAAV yield. Novel technologies that have the potential to address the current gaps in rAAV manufacturing are highlighted. Implementation challenges and future research directions are critically discussed. • Multidisciplinary perspective on technological advancements in rAAV manufacturing. • Review of current analytical technologies for rAAV quality assessment. • Novel applications of mathematical modeling for optimizing platform and processes. • Downstream purification strategies to enhance efficiency and rAAV yield. • Highlighting novel technologies and future directions with transformative potential. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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245. Single-cell monitoring of dry mass and dry mass density reveals exocytosis of cellular dry contents in mitosis.
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Miettinen, Teemu P., Ly, Kevin S., Lam, Alice, and Manalis, Scott R.
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EXOCYTOSIS , *CELL growth , *CELL cycle , *ELECTRIC batteries , *DENSITY , *MITOSIS , *LYSOSOMES - Abstract
Cell mass and composition change with cell cycle progression. Our previous work characterized buoyant mass dynamics in mitosis (Miettinen et al., 2019), but how dry mass and cell composition change in mitosis has remained unclear. To better understand mitotic cell growth and compositional changes, we develop a single-cell approach for monitoring dry mass and the density of that dry mass every ~75 s with 1.3% and 0.3% measurement precision, respectively. We find that suspension grown mammalian cells lose dry mass and increase dry mass density following mitotic entry. These changes display large, non-genetic cell-to-cell variability, and the changes are reversed at metaphase-anaphase transition, after which dry mass continues accumulating. The change in dry mass density causes buoyant and dry mass to differ specifically in early mitosis, thus reconciling existing literature on mitotic cell growth. Mechanistically, cells in early mitosis increase lysosomal exocytosis, and inhibition of lysosomal exocytosis decreases the dry mass loss and dry mass density increase in mitosis. Overall, our work provides a new approach for monitoring single-cell dry mass and dry mass density, and reveals that mitosis is coupled to extensive exocytosis-mediated secretion of cellular contents. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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246. Variations of intracellular density during the cell cycle arise from tip-growth regulation in fission yeast.
- Author
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Odermatt, Pascal D., Miettinen, Teemu P., Lemière, Joël, Joon Ho Kang, Bostan, Emrah, Manalis, Scott R., Huang, Kerwyn Casey, and Chang, Fred
- Subjects
- *
OSMOTIC pressure , *DENSITY , *YEAST , *CYTOKINESIS , *CELL growth , *CELL division , *CELL cycle - Abstract
Intracellular density impacts the physical nature of the cytoplasm and can globally affect cellular processes, yet density regulation remains poorly understood. Here, using a new quantitative phase imaging method, we determined that dry-mass density in fission yeast is maintained in a narrow distribution and exhibits homeostatic behavior. However, density varied during the cell cycle, decreasing during G2, increasing in mitosis and cytokinesis, and dropping rapidly at cell birth. These density variations were explained by a constant rate of biomass synthesis, coupled to slowdown of volume growth during cell division and rapid expansion post- cytokinesis. Arrest at specific cell-cycle stages exacerbated density changes. Spatially heterogeneous patterns of density suggested links between density regulation, tip growth, and intracellular osmotic pressure. Our results demonstrate that systematic density variations during the cell cycle are predominantly due to modulation of volume expansion, and reveal functional consequences of density gradients and cell-cycle arrests. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
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247. Mass measurements during lymphocytic leukemia cell polyploidization decouple cell cycle- and cell size-dependent growth.
- Author
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Mu, Luye, Kang, Joon Ho, Olcum, Selim, Payer, Kristofor R., Calistri, Nicholas L., Kimmerling, Robert J., Manalis, Scott R., and Miettinen, Teemu P.
- Subjects
- *
LYMPHOCYTIC leukemia , *CELL growth , *MASS measurement , *CELL size , *CELL cycle - Abstract
Cell size is believed to influence cell growth and metabolism. Consistently, several studies have revealed that large cells have lower mass accumulation rates per unit mass (i.e., growth efficiency) than intermediate-sized cells in the same population. Sizedependent growth is commonly attributed to transport limitations, such as increased diffusion timescales and decreased surface-to-volume ratio. However, separating cell size- and cell cycle-dependent growth is challenging. To address this, we monitored growth efficiency of pseudodiploid mouse lymphocytic leukemia cells during normal proliferation and polyploidization. This was enabled by the development of large-channel suspended microchannel resonators that allow us to monitor buoyant mass of single cells ranging from 40 pg (small pseudodiploid cell) to over 4,000 pg, with a resolution ranging from ∼1% to ∼0.05%. We find that cell growth efficiency increases, plateaus, and then decreases as cell cycle proceeds. This growth behavior repeats with every endomitotic cycle as cells grow into polyploidy. Overall, growth efficiency changes 33% throughout the cell cycle. In contrast, increasing cell mass by over 100-fold during polyploidization did not change growth efficiency, indicating exponential growth. Consistently, growth efficiency remained constant when cell cycle was arrested in G2. Thus, cell cycle is a primary determinant of growth efficiency. As growth remains exponential over large size scales, our work finds no evidence for transport limitations that would decrease growth efficiency. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
248. Biophysical changes reduce energetic demand in growth factor--deprived lymphocytes.
- Author
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Hecht, Vivian C., Sullivan, Lucas B., Kimmerling, Robert J., Dong-Hwee Kim, Hosios, Aaron M., Stockslager, Max A., Stevens, Mark M., Joon Ho Kang, Wirtz, Denis, Vander Heiden, Matthew G., and Manalis, Scott R.
- Subjects
- *
CYTOKINES , *LYMPHOCYTES , *CELL proliferation , *AUTOPHAGY , *T cells - Abstract
Cytokine regulation of lymphocyte growth and proliferation is essential for matching nutrient consumption with cell state. Here, we examine how cellular biophysical changes that occur immediately after growth factor depletion promote adaptation to reduced nutrient uptake. After growth factor withdrawal, nutrient uptake decreases, leading to apoptosis. Bcl-xL expression prevents cell death, with autophagy facilitating long-term cell survival. However, autophagy induction is slow relative to the reduction of nutrient uptake, suggesting that cells must engage additional adaptive mechanisms to respond initially to growth factor depletion. We describe an acute biophysical response to growth factor withdrawal, characterized by a simultaneous decrease in cell volume and increase in cell density, which occurs before autophagy initiation and is observed in both FL5.12 Bcl-xL cells depleted of IL-3 and primary CD8+ T cells depleted of IL-2 that are differentiating toward memory cells. The response reduces cell surface area to minimize energy expenditure while conserving biomass, suggesting that the biophysical properties of cells can be regulated to promote survival under conditions of nutrient stress. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
249. Targeting minimal residual disease: a path to cure?
- Author
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David M. Weinstock, Mark A. Murakami, Scott R. Manalis, Marlise R. Luskin, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Program in Media Arts and Sciences (Massachusetts Institute of Technology), and Manalis, Scott R
- Subjects
0301 basic medicine ,Oncology ,medicine.medical_specialty ,Neoplasm, Residual ,General Mathematics ,Treatment outcome ,Article ,03 medical and health sciences ,0302 clinical medicine ,Pharmacotherapy ,Drug Therapy ,Leukemia, Myelogenous, Chronic, BCR-ABL Positive ,hemic and lymphatic diseases ,Internal medicine ,medicine ,Humans ,Precision Medicine ,Extramural ,business.industry ,Applied Mathematics ,Minimal residual disease ,Cancer treatment ,body regions ,Treatment Outcome ,030104 developmental biology ,030220 oncology & carcinogenesis ,business - Abstract
Therapeutics that block kinases, transcriptional modifiers, immune checkpoints and other biological vulnerabilities are transforming cancer treatment. As a result, many patients achieve dramatic responses, including complete radiographical or pathological remission, yet retain minimal residual disease (MRD), which results in relapse. New functional approaches can characterize clonal heterogeneity and predict therapeutic sensitivity of MRD at a single-cell level. Preliminary evidence suggests that iterative detection, profiling and targeting of MRD would meaningfully improve outcomes and may even lead to cure., Koch Institute-Dana-Farber/Harvard Cancer Center Bridge Project, National Cancer Institute (U.S.) (R33 CA191143), National Cancer Institute (U.S.). Cancer Systems Biology Consortium (U54 CA217377)
- Published
- 2018
- Full Text
- View/download PDF
250. Label-Free Microelectronic PCR Quantification.
- Author
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Chih-Sheng Johnson Hou, Milovic, Nebojsa, Godin, Michel, Russo, Peter R., Chakrabarti, Raj, and Manalis, Scott R.
- Subjects
- *
MICROELECTRONICS , *SEMICONDUCTORS , *ELECTRONICS , *FLUORESCENCE , *NUCLEOTIDES , *MONOMERS , *POLYMERIZATION , *MICROTECHNOLOGY , *PHYSICS - Abstract
We present a robust and simple method for direct, label-free PCR product quantification using an integrated microelectronic sensor. The field-effect sensor can sequentially detect the intrinsic charge of multiple unprocessed PCR products and does not require sample processing or additional reagents in the PCR mixture. The sensor measures nucleic acid concentration in the PCR relevant range and specifically detects the PCR products over reagents such as Taq polymerase and nucleotide monomers. The sensor can monitor the product concentration at various stages of PCR and can generate a readout that resembles that of a real-time fluorescent measurement using an intercalating dye but without its potential inhibition artifacts. The device is mass-produced using standard semiconductor processes, can be reused for months, and integrates all sensing components directly on-chip. As such, our approach establishes a foundation for the direct integration of PCR-based in vitro biotechnologies with microelectronics. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
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