Noninvasive wearable electroactive pharmaceutical monitoring for personalized therapeutics.

Abstract:

:To achieve the mission of personalized medicine, centering on delivering the right drug to the right patient at the right dose, therapeutic drug monitoring solutions are necessary. In that regard, wearable biosensing technologies, capable of tracking drug pharmacokinetics in noninvasively retrievable biofluids (e.g., sweat), play a critical role, because they can be deployed at a large scale to monitor the individuals' drug transcourse profiles (semi)continuously and longitudinally. To this end, voltammetry-based sensing modalities are suitable, as in principle they can detect and quantify electroactive drugs on the basis of the target's redox signature. However, the target's redox signature in complex biofluid matrices can be confounded by the immediate biofouling effects and distorted/buried by the interfering voltammetric responses of endogenous electroactive species. Here, we devise a wearable voltammetric sensor development strategy-centering on engineering the molecule-surface interactions-to simultaneously mitigate biofouling and create an "undistorted potential window" within which the target drug's voltammetric response is dominant and interference is eliminated. To inform its clinical utility, our strategy was adopted to track the temporal profile of circulating acetaminophen (a widely used analgesic and antipyretic) in saliva and sweat, using a surface-modified boron-doped diamond sensing interface (cross-validated with laboratory-based assays, R2 ∼ 0.94). Through integration of the engineered sensing interface within a custom-developed smartwatch, and augmentation with a dedicated analytical framework (for redox peak extraction), we realized a wearable solution to seamlessly render drug readouts with minute-level temporal resolution. Leveraging this solution, we demonstrated the pharmacokinetic correlation and significance of sweat readings.

authors

Lin S,Yu W,Wang B,Zhao Y,En K,Zhu J,Cheng X,Zhou C,Lin H,Wang Z,Hojaiji H,Yeung C,Milla C,Davis RW,Emaminejad S

doi

10.1073/pnas.2009979117

subject

Has Abstract

pub_date

2020-08-11 00:00:00

pages

19017-19025

issue

32

eissn

0027-8424

issn

1091-6490

pii

2009979117

journal_volume

117

pub_type

杂志文章
  • Neuritin: a gene induced by neural activity and neurotrophins that promotes neuritogenesis.

    abstract::Neural activity and neurotrophins induce synaptic remodeling in part by altering gene expression. A cDNA encoding a glycosylphoshatidylinositol-anchored protein was identified by screening for hippocampal genes that are induced by neural activity. This molecule, named neuritin, is expressed in postmitotic-differentiat...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.94.6.2648

    authors: Naeve GS,Ramakrishnan M,Kramer R,Hevroni D,Citri Y,Theill LE

    更新日期:1997-03-18 00:00:00

  • C-terminal truncation of the retinoblastoma gene product leads to functional inactivation.

    abstract::Mutational inactivation of the retinoblastoma (RB) gene has been implicated in the genesis of retinoblastoma, osteosarcoma, and other human tumors. Our strategy has been to characterize naturally occurring mutants from tumor cells to pinpoint potential domains of RB protein crucial for tumor suppression. We show here ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.87.1.6

    authors: Shew JY,Lin BT,Chen PL,Tseng BY,Yang-Feng TL,Lee WH

    更新日期:1990-01-01 00:00:00

  • Parental divorce is not uniformly disruptive to children's educational attainment.

    abstract::Children whose parents divorce tend to have worse educational outcomes than children whose parents stay married. However, not all children respond identically to their parents divorcing. We focus on how the impact of parental divorce on children's education varies by how likely or unlikely divorce was for those parent...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1813049116

    authors: Brand JE,Moore R,Song X,Xie Y

    更新日期:2019-04-09 00:00:00

  • High-sensitivity bacterial detection using biotin-tagged phage and quantum-dot nanocomplexes.

    abstract::With current concerns of antibiotic-resistant bacteria and biodefense, it has become important to rapidly identify infectious bacteria. Traditional technologies involving isolation and amplification of the pathogenic bacteria are time-consuming. We report a rapid and simple method that combines in vivo biotinylation o...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.0601211103

    authors: Edgar R,McKinstry M,Hwang J,Oppenheim AB,Fekete RA,Giulian G,Merril C,Nagashima K,Adhya S

    更新日期:2006-03-28 00:00:00

  • Insects and recent climate change.

    abstract::Insects have diversified through more than 450 million y of Earth's changeable climate, yet rapidly shifting patterns of temperature and precipitation now pose novel challenges as they combine with decades of other anthropogenic stressors including the conversion and degradation of land. Here, we consider how insects ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.2002543117

    authors: Halsch CA,Shapiro AM,Fordyce JA,Nice CC,Thorne JH,Waetjen DP,Forister ML

    更新日期:2021-01-12 00:00:00

  • Climate change is affecting altitudinal migrants and hibernating species.

    abstract::Calendar date of the beginning of the growing season at high altitude in the Colorado Rocky Mountains is variable but has not changed significantly over the past 25 years. This result differs from growing evidence from low altitudes that climate change is resulting in a longer growing season, earlier migrations, and e...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.97.4.1630

    authors: Inouye DW,Barr B,Armitage KB,Inouye BD

    更新日期:2000-02-15 00:00:00

  • Immunological function of HLA-C antigens in HLA-Cw3 transgenic mice.

    abstract::The human major histocompatibility complex encodes three classical class I antigens, HLA-A, -B, and -C. Of these HLA-A and -B act as strong transplantation antigens and as restriction molecules for recognition of foreign antigen by cytotoxic T lymphocytes. In contrast, little is known about HLA-C and it is not clear w...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.85.15.5664

    authors: Dill O,Kievits F,Koch S,Ivanyi P,Hämmerling GJ

    更新日期:1988-08-01 00:00:00

  • Genomic evidence that the intracellular proteins of archaeal microbes contain disulfide bonds.

    abstract::Disulfide bonds have only rarely been found in intracellular proteins. That pattern is consistent with the chemically reducing environment inside the cells of well-studied organisms. However, recent experiments and new calculations based on genomic data of archaea provide striking contradictions to this pattern. Our r...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.142310499

    authors: Mallick P,Boutz DR,Eisenberg D,Yeates TO

    更新日期:2002-07-23 00:00:00

  • Interleukin 3 binds to a 140-kDa phosphotyrosine-containing cell surface protein.

    abstract::Interleukin 3 (IL-3) is a hematopoietic growth factor that supports the proliferation and differentiation of early hematopoietic-lineage progenitors. By using growth factor-dependent cell lines, IL-3 has been shown to induce the appearance of several phosphotyrosine-containing proteins, including a 140-kDa cell surfac...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.85.21.7982

    authors: Isfort RJ,Stevens D,May WS,Ihle JN

    更新日期:1988-11-01 00:00:00

  • Nucleotide sequence of a cloned structural gene coding for a precursor of pancreatic somatostatin.

    abstract::We have constructed and cloned, in bacteria, recombinant plasmids containing DNA complementary to mRNA coding for a pancreatic pre-prosomatostatin, a product of the cell-free translation of pancreatic islet mRNAs shown previously by immunoprecipitation to be a precursor of somatostatin. A clone containing a nearly ful...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.77.10.5869

    authors: Goodman RH,Jacobs JW,Chin WW,Lund PK,Dee PC,Habener JF

    更新日期:1980-10-01 00:00:00

  • CD93 negatively regulates astrogenesis in response to MMRN2 through the transcriptional repressor ZFP503 in the developing brain.

    abstract::Astrogenesis is repressed in the early embryonic period and occurs in the late embryonic period. A variety of external and internal signals contribute to the sequential differentiation of neural stem cells. Here, we discovered that immune-related CD93 plays a critical negative role in the regulation of astrogenesis in...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1922713117

    authors: Liang Q,Su L,Zhang D,Jiao J

    更新日期:2020-04-28 00:00:00

  • Conformational flexibility at the substrate binding site in the lactose permease of Escherichia coli.

    abstract::Glu-126 (helix IV) and Arg-144 (helix V) are charge paired and play a critical role in substrate binding in the lactose permease of Escherichia coli. When Glu-126 is replaced with Asp, the permease has relatively high activity, implying that helix V has sufficient flexibility to allow Arg-144 to accommodate the decrea...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.96.20.11178

    authors: Weinglass AB,Kaback HR

    更新日期:1999-09-28 00:00:00

  • A general model of invariant chain association with class II major histocompatibility complex proteins.

    abstract::The binding of invariant chain to major histocompatibility complex (MHC) proteins is an important step in processing of MHC class II proteins and in antigen presentation. The question of how invariant chain can bind to all MHC class II proteins is central to understanding these processes. We have employed molecular mo...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.92.18.8269

    authors: Lee C,McConnell HM

    更新日期:1995-08-29 00:00:00

  • A SNARE complex containing SGR3/AtVAM3 and ZIG/VTI11 in gravity-sensing cells is important for Arabidopsis shoot gravitropism.

    abstract::Plants can sense the direction of gravity and change the growth orientation of their organs. The molecular mechanisms of gravity sensing and signal transduction during gravitropism are not well known. We have isolated several shoot gravitropism (sgr) mutants of Arabidopsis. The sgr3-1 mutant exhibits a reduced gravitr...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1430749100

    authors: Yano D,Sato M,Saito C,Sato MH,Morita MT,Tasaka M

    更新日期:2003-07-08 00:00:00

  • Retroviruses drive the rapid evolution of mammalian APOBEC3 genes.

    abstract::APOBEC3 (A3) genes are members of the AID/APOBEC gene family that are found exclusively in mammals. A3 genes encode antiviral proteins that restrict the replication of retroviruses by inducing G-to-A mutations in their genomes and have undergone extensive amplification and diversification during mammalian evolution. E...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1914183116

    authors: Ito J,Gifford RJ,Sato K

    更新日期:2020-01-07 00:00:00

  • Hydrodynamic narrowing of tubes extruded from cells.

    abstract::We discuss the pulling force f required to extrude a lipid tube from a living cell as a function of the extrusion velocity L. The main feature is membrane friction on the cytoskeleton. As recently observed for neutrophils, the tether force exhibits a "shear thinning" response over a large range of pulling velocities, ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.0602012103

    authors: Brochard-Wyart F,Borghi N,Cuvelier D,Nassoy P

    更新日期:2006-05-16 00:00:00

  • Identification of murine homologues of the Drosophila son of sevenless gene: potential activators of ras.

    abstract::Several findings suggest that signals from tyrosine kinases are transduced, at least in part, through ras proteins. These findings include (i) blockage of the transforming activity of constitutively active tyrosine kinases by inhibiting ras function and (ii) genetic screens in Caenorhabditis elegans and in Drosophila ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.89.14.6511

    authors: Bowtell D,Fu P,Simon M,Senior P

    更新日期:1992-07-15 00:00:00

  • A theory of the chain melting phase transition of aqueous phospholipid dispersions.

    abstract::A model for the chain melting phase transition in dilute aqueous phospholipid bilayer dispersions is presented. This model includes interactions between head groups, between hydrocarbon chains, and within the chains. The head groups are modeled as hard disks which are constrained to lie on a two-dimensional surface se...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.72.10.3993

    authors: Jacobs RE,Hudson B,Andersen HC

    更新日期:1975-10-01 00:00:00

  • Lymphospecific toxicity in adenosine deaminase deficiency and purine nucleoside phosphorylase deficiency: possible role of nucleoside kinase(s).

    abstract::Inherited deficiencies of the enzymes adenosine deaminase (adenosine aminohydrolase; EC 3.5.4.4) and purine nucleoside phosphorylase (purine-nucleoside:orthophosphate ribosyltransferase; EC 2.4.2.1) preferentially interfere with lymphocyte development while sparing most other organ systems. Previous experiments have s...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.74.12.5677

    authors: Carson DA,Kaye J,Seegmiller JE

    更新日期:1977-12-01 00:00:00

  • Residue-level resolution of alphavirus envelope protein interactions in pH-dependent fusion.

    abstract::Alphavirus envelope proteins, organized as trimers of E2-E1 heterodimers on the surface of the pathogenic alphavirus, mediate the low pH-triggered fusion of viral and endosomal membranes in human cells. The lack of specific treatment for alphaviral infections motivates our exploration of potential antiviral approaches...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1414190112

    authors: Zeng X,Mukhopadhyay S,Brooks CL 3rd

    更新日期:2015-02-17 00:00:00

  • Src kinase associates with a member of a distinct subfamily of protein-tyrosine phosphatases containing an ezrin-like domain.

    abstract::A 6.2-kb full-length clone encoding a distinct protein-tyrosine phosphatase (PTP; EC 3.1.3.48), PTPD1, was isolated from a human skeletal muscle cDNA library. The cDNA encodes a protein of 1174 amino acids with N-terminal sequence homology to the ezrin-band 4.1-merlin-radixin protein family, which also includes the tw...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.91.16.7477

    authors: Møller NP,Møller KB,Lammers R,Kharitonenkov A,Sures I,Ullrich A

    更新日期:1994-08-02 00:00:00

  • Calcium-dependent oligomerization of CAR proteins at cell membrane modulates ABA signaling.

    abstract::Regulation of ion transport in plants is essential for cell function. Abiotic stress unbalances cell ion homeostasis, and plants tend to readjust it, regulating membrane transporters and channels. The plant hormone abscisic acid (ABA) and the second messenger Ca(2+) are central in such processes, as they are involved ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1512779113

    authors: Diaz M,Sanchez-Barrena MJ,Gonzalez-Rubio JM,Rodriguez L,Fernandez D,Antoni R,Yunta C,Belda-Palazon B,Gonzalez-Guzman M,Peirats-Llobet M,Menendez M,Boskovic J,Marquez JA,Rodriguez PL,Albert A

    更新日期:2016-01-19 00:00:00

  • cAMP inhibits induction of interleukin 2 but not of interleukin 4 in T cells.

    abstract::In this report, we explore the nature of the inductive stimuli leading to expression of the divergently regulated lymphokines interleukin 2 (IL-2) and interleukin 4 (IL-4). Elevation of cAMP levels blocks IL-2 induction while sparing IL-4 induction. These effects are gene-specific, not cell-specific, and can be observ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.87.23.9353

    authors: Novak TJ,Rothenberg EV

    更新日期:1990-12-01 00:00:00

  • Casimir light: photon pairs.

    abstract::Expressions are developed for weak single pair emission probability and strong emission average number of pairs. The water transparency cutoff is closely realized, showing that the fundamental time scale is even shorter. ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.90.10.4505

    authors: Schwinger J

    更新日期:1993-05-15 00:00:00

  • Synthesis and biological activity of highly potent octapeptide analogs of somatostatin.

    abstract::In the search for selective and long-acting analogs of somatostatin, nearly 200 compounds were synthesized by solid-phase methods, purified, and tested biologically. Among these octapeptides, some contained N-terminal (Formula: see text) were 177 times and 113 times more potent, respectively, than somatostatin in test...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.83.6.1896

    authors: Cai RZ,Szoke B,Lu R,Fu D,Redding TW,Schally AV

    更新日期:1986-03-01 00:00:00

  • Mechanotransduction and strain amplification in osteocyte cell processes.

    abstract::A paradox in bone tissue is that tissue-level strains due to animal and human locomotion are too small to initiate intracellular chemical responses directly. A model recently was proposed to resolve this paradox, which predicts that the fluid flow through the pericellular matrix in the lacunar-canalicular porosity due...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.0407429101

    authors: Han Y,Cowin SC,Schaffler MB,Weinbaum S

    更新日期:2004-11-23 00:00:00

  • Minimally modified low density lipoprotein induces monocyte chemotactic protein 1 in human endothelial cells and smooth muscle cells.

    abstract::After exposure to low density lipoprotein (LDL) that had been minimally modified by oxidation (MM-LDL), human endothelial cells (EC) and smooth muscle cells (SMC) cultured separately or together produced 2- to 3-fold more monocyte chemotactic activity than did control cells or cells exposed to freshly isolated LDL. Th...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.87.13.5134

    authors: Cushing SD,Berliner JA,Valente AJ,Territo MC,Navab M,Parhami F,Gerrity R,Schwartz CJ,Fogelman AM

    更新日期:1990-07-01 00:00:00

  • IgE receptor-positive non-B/non-T cells dominate the production of interleukin 4 and interleukin 6 in immunized mice.

    abstract::The phenotype and antigenic specificity of cells secreting interleukin (IL) 4, IL-6, and interferon gamma was studied in mice during primary and secondary immune responses. T lymphocytes were the major source of interferon gamma, whereas non-B/non-T cells were the dominant source of IL-4 and IL-6 in the spleens of imm...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.92.7.2534

    authors: Aoki I,Kinzer C,Shirai A,Paul WE,Klinman DM

    更新日期:1995-03-28 00:00:00

  • ADP-ribosylation factor 1 dependent clathrin-coat assembly on synthetic liposomes.

    abstract::The assembly of clathrin-coated vesicles on Golgi membranes is initiated by the GTP-binding protein ADP ribosylation factor (ARF), which generates high-affinity membrane-binding sites for the heterotetrameric AP-1 adaptor complex. Once bound, the AP-1 recruits clathrin triskelia, which polymerize to form the coat. We ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.96.9.5013

    authors: Zhu Y,Drake MT,Kornfeld S

    更新日期:1999-04-27 00:00:00

  • Binding and transcriptional activation of the promoter for the neural cell adhesion molecule by HoxC6 (Hox-3.3).

    abstract::Scores of homeobox gene-encoded transcription factors are expressed in a definite spatiotemporal pattern during embryogenesis and regulate a series of as yet unidentified target genes to help coordinate the morphogenetic process. We have suggested that homeobox gene products modulate the expression of adhesion molecul...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.90.14.6557

    authors: Jones FS,Holst BD,Minowa O,De Robertis EM,Edelman GM

    更新日期:1993-07-15 00:00:00