Mark A. Johnson’s research while affiliated with Brown University and other places

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Publications (374)


Mechanism of a Halogen Exchange Reaction in Water: Catalysis by Aqueous Media
  • Article

March 2025

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4 Reads

ACS Central Science

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Itai Zakai

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Figure 1: TubeTracker's uses segmentation to create binary images from each frame. (A) Representative input frame collected using brightfield. (B) Initial segmentation resulting from horizontal and vertical line detection followed by pixel coloring according to pixel intensity. (C, D) Particle segmentation can be tuned using different background intensities. (E, F) Effects of different blur radii on particle segmentation. Note that only the green area from D is shown to highlight the effects of this filter.
Figure 2: Detection of pollen grains and pollen tube tips using TubeTracker: (A) The graphical user interface allows the user to adjust parameters to detect pollen grains and pollen tube tips. (B) The graphical user interface showing the user-controlled features that manually complement detection of important particles. (C) Illustration of the algorithm used to detect grains. (D) Illustration of the segment edge tip detection algorithm used to detect pollen tube tips. (E) Illustration of the template matching tip detection algorithm used to detect pollen tube tips. (F) Representative images showing the results of automatic grain and tips detection.
Figure 3: TubeTracker's quantification of germination, survival and tip elongation: (A) The graphical user interface showing the user-controlled parameters used for automated germination tracking and automated elongation tracking. (B) Illustration of the tip-overlap algorithm used to detect germinated pollen grains. (C) Illustration of the secondary algorithm used to detect germination pollen grains based on area change. (D) The graphical user interface showing the features that can be used to manually track germination, survival and elongation of tracks and to complement automated tracking. (E) Visual results of semi-automated tracking of pollen germination and survival.
Semi-Automated High Content Analysis of Pollen Performance Using TubeTracker
  • Preprint
  • File available

November 2024

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35 Reads

Pollen function is critical for successful plant reproduction and crop productivity and it is important to develop accessible methods to quantitatively analyze pollen performance to enhance reproductive resilience. Here we introduce TubeTracker as a method to quantify key parameters of pollen performance such as, time to pollen grain germination, pollen tube tip velocity and pollen tube survival. TubeTracker integrates manual and automatic image processing routines and the graphical user interface allows the user to interact with the software to make manual corrections of automated steps. TubeTracker does not depend on training data sets required to implement machine learning approaches and thus can be immediately implemented using readily available imaging systems. Furthermore, TubeTracker is an excellent tool to produce the pollen performance data sets necessary to take advantage of emerging AI-based methods to fully automate analysis. We tested TubeTracker and found it to be accurate in measuring pollen tube germination and pollen tube tip elongation across multiple cultivars of tomato. Abstract Figure Graphical Abstract Graphical user interface of TubeTracker showing all supported functionalities.

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Figure 2: High temperature, applied only during the pollen tube growth phase, negatively affects the growth of pollen tubes in the pistil; TT cultivars show increased relative pollen tube growth in vivo. (A) Pollen grains that developed at 25°C were profusely hand pollinated onto emasculated pistils of the same cultivar and incubated for 12 hours at either 25°C (control) or 37°C (stress) during daytime, after which they were returned to their original cycle for 12 hours. The pollen tube front was measured relative to the pistil length. (B) Pollen tube group extension relative to the pistil length under control (dark green) and stress (magenta) conditions explained in A above. (C) Limited numbers of pollen grains that developed at 25°C were hand pollinated onto emasculated pistils of the same cultivar and incubated for 12 hours at either 25°C or 37°C, after which the length of each pollen tube in the pistil was measured. Pistils with less than 5 grains were used to measure the length of individual tubes. Pistils with more than 5 pollen grains were excluded from further analysis. (D) Pollen tube length inside the pistil after 12 hours at 25°C (dark green) or 37°C (magenta). (E) Relative pollen tube length in the pistil
Figure 5: Pollen tubes of thermotolerant cultivars have a more robust response to high temperature. (A) Cell Responses, (B) Protein Homeostasis, (C) Visualization of the protein homeostasis network, each node (circle) is colored to show the cultivar(s) that use the node. (D) Quantification of interactions in C. Hz, Heinz; Mk, Malintka; Ng, Nagcarlang; Tm, Tamaulipas; stress (28°C, 3 hours; 37°C, 3 hours ); control (28°C, 6 hours).
Figure 7: High Temperature increases ROS levels of growing pollen tubes. (A) Representative image of DCF fluorescence in pollen tubes germinated in vitro for 1 hour at 28°C then exposed for 1 more hour to 28°C or 37°C. The orange bar represents 30 µm (distance from the tip used to quantify relative DCF intensities). (B) Relative ROS levels measured as relative DCF fluorescence. Statistical analysis was done using the Kruskal-Wallis test and Dunn's test. Similar letters indicate no significant difference (p > 0.05) between groups from Dunn's test. (C) Heatmaps of gene families known to be involved in ROS synthesis (top) and scavenging (bottom). C, Control (28°C, 6 hours); S, Stress (28°C, 3 hours; 37°C, 3 hours). * = Stress significantly different from Control within cultivar. # = significant compared to Heinz at 28°C.
Figure 8: High temperature reduces callose deposition in the cell wall and the density of callose plugs. (A) Heatmap of annotated and pollen tube expressed (TPM > 0.1) callose synthase genes. * = significant compared to the same cultivar's 28°C treatment; # = significant compared to Heinz at 28°C; Z-scores, the number of standard deviations above (magenta), below (dark green), or at the mean (white) CPM across all treatments for each gene. (B) Representative image of aniline blue stained Heinz pollen, grown under stress (S, 28°C, 3 hours; 37°C, 3 hours ) or control (C, 28°C, 6 hours) conditions (as in 3A), showing callose plugs and
Enhanced pollen tube performance at high temperature contributes to thermotolerant fruit production in tomato

August 2024

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194 Reads

Rising temperature extremes during critical reproductive periods threaten the yield of major grain and fruit crops. Flowering plant reproduction depends on development of sufficient numbers of pollen grains and on their ability to generate a cellular extension, the pollen tube, which elongates through the pistil to deliver sperm cells to female gametes for double fertilization. These critical phases of the life cycle are sensitive to temperature and limit productivity under high temperature (HT). Previous studies have investigated the effects of HT on pollen development, but little is known about how HT applied during the pollen tube growth phase affects fertility. Here, we used tomato as a model fruit crop to determine how HT affects the pollen tube growth phase, taking advantage of cultivars noted for fruit production in exceptionally hot growing seasons. We found that exposure to HT solely during the pollen tube growth phase limits fruit biomass and seed set more significantly in thermosensitive cultivars than in thermotolerant cultivars. Importantly, we found that pollen tubes from the thermotolerant Tamaulipas cultivar have enhanced growth in vivo and in vitro under HT. Analysis of the pollen tube transcriptome's response to HT allowed us to develop hypotheses for the molecular basis of cellular thermotolerance in the pollen tube and we define two response modes (enhanced induction of stress responses, and higher basal levels of growth pathways repressed by heat stress) associated with reproductive thermotolerance. Importantly, we define key components of the pollen tube stress response identifying enhanced ROS homeostasis and pollen tube callose synthesis and deposition as important components of reproductive thermotolerance in Tamaulipas. Our work identifies the pollen tube growth phase as a viable target to enhance reproductive thermotolerance and delineates key pathways that are altered in crop varieties capable of fruiting under HT conditions.



Fig. 8.
Figure Legends.
A wave of specific transcript and protein accumulation accompanies pollen dehydration

March 2024

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107 Reads

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3 Citations

Plant Physiology

In flowering plants, male gametes are immotile and carried by dry pollen grains to the female organ. Dehydrated pollen is thought to withstand abiotic stress when grains are dispersed from the anther to the pistil, after which sperm cells are delivered via pollen tube growth for fertilization and seed set. Yet, the underlying molecular changes accompanying dehydration and the impact on pollen development are poorly understood. To gain a systems perspective, we analyzed published transcriptomes and proteomes of developing Arabidopsis thaliana pollen. Waves of transcripts are evident as microspores develop to bicellular, tricellular, and mature pollen. Between the “early”- and “late”-pollen-expressed genes, an unrecognized cluster of transcripts accumulated, including those encoding late-embryogenesis abundant (LEA), desiccation-related protein, transporters, lipid-droplet associated proteins, pectin modifiers, cysteine-rich proteins, and mRNA-binding proteins. Results suggest dehydration onset initiates after bicellular pollen is formed. Proteins accumulating in mature pollen like ribosomal proteins, initiation factors, and chaperones are likely components of mRNA-protein condensates resembling “stress” granules. Our analysis has revealed many new transcripts and proteins that accompany dehydration in developing pollen. Together with published functional studies, our results point to multiple processes, including (1) protect developing pollen from hyperosmotic stress, (2) remodel the endomembrane system and walls, (3) maintain energy metabolism, (4) stabilize presynthesized mRNA and proteins in condensates of dry pollen, and (5) equip pollen for compatibility determination at the stigma and for recovery at rehydration. These findings offer novel models and molecular candidates to further determine the mechanistic basis of dehydration and desiccation tolerance in plants.


Citations (75)


... 3 These interactions are prevalent in many important chemical systems, guiding the bulk behavior of water, 4,5 determining the secondary structure of proteins, [6][7][8][9][10][11] pairing nucleotides in DNA, [12][13][14][15] forming self-healing polymers, [16][17][18] contributing to the stability and catalytic properties in metal-organic frameworks, 19,20 and diversifying the interactions in ionic liquids. 21,22 The important structural properties and functionality in the aforementioned chemical systems can be attributed to the properties of their constituent hydrogen bonds. For that reason, understanding the nature of the hydrogen bonds in these systems is important for understanding their macroscopic physical properties and for developing the next-generation materials that exploit the properties of hydrogen bonds. ...

Reference:

Extending Badger's rule. I. The relationship between energy and structure in hydrogen bonds
Spectroscopic Evidence for Doubly Hydrogen-Bonded Cationic Dimers in the Solid, Liquid, and Gaseous Phases of Carboxyl- Functionalized Ionic Liquids
  • Citing Article
  • May 2024

The Journal of Physical Chemistry B

... Because each fertilized ovule develops into one seed, the number of seeds is directly proportional to pollen performance, which is defined as the ability of pollen grains to germinate a pollen tube that successfully extends to and ruptures in an ovule. Pollen performance can also influence fruit biomass, as we have shown that for cultivated tomato (Solanum lycopersicum, hereafter referred to as tomato), the number of seeds produced in a fruit is directly proportional to the fruit's biomass [2]. Furthermore, some cultivars that maintain fruit and seed production at high temperature also maintain high pollen tube performance in the pistil [2]. ...

Enhanced pollen tube performance at high temperature contributes to thermotolerant fruit and seed production in tomato
  • Citing Article
  • November 2024

Current Biology

... The VN is large, highly lobbed and contains numerous nuclear pores ( Fig. 3A-I, Fig. S2). The male gametes are separated from each other by their plasma membranes and are enclosed within the plasma endomembrane of the VC called peri-germ cell membrane (PGCM) (Sugi et al. 2024) (Fig. 3I-M, arrows, Fig. S2). The area connecting the SCs exhibits an interlocking cell border filled with electron-dense material (Fig. 3M, asterisk). ...

The peri-germ cell membrane: poorly characterized but key interface for plant reproduction
  • Citing Article
  • October 2024

Nature Plants

... These indicate that the resistant cultivars have the capacity to maintain pollen hydration even in water stress condition. The pollen hydration and dehydration are controlled by several transcription factors which directly affects the pollen germination and the double fertilization process [24,21,22]. The pollen radius and pollen surface area affect the sporopollenin deposition and also the fertilization [25]. ...

A wave of specific transcript and protein accumulation accompanies pollen dehydration

Plant Physiology

... molecule involved in plant growth and development and in the tolerance of plants to biotic and abiotic stresses(Khan et al., 2014). ROS, are key players in biotic and abiotic stress tolerance, also act as signals in petals, pollen tubes, and gametophyte developments, in germination(Althiab-Almasaud et al., 2023), in auxin metabolism and in other hormonal pathways(Mhamdi and Van Breusegem, 2018). ROS modulate the mechanisms for propagation of Ca 2+ by activating Ca 2+ -dependent channels and transporters(Gilroy et al., 2016). ...

Pollen viability, longevity, and function in angiosperms: key drivers and prospects for improvement

Plant Reproduction

... We need to add to this scenario that, when a second (or more) non-Previous studies using laser action spectroscopy, such as Infrared Multiphoton Dissociation (IRMPD) and cold ion trap Ultraviolet Photodissociation (UVPD), have reported the observation of only one of the possible isomers in the case of benzaldehyde and orthoand para-hydroxybenzaldehyde, and two isomeric forms of meta-hydroxybenzaldehyde 21,24 . The individual use of these techniques have been shown to be very suitable for the study of protonated species, especially when the ions are prepared at cryogenic temperatures [25][26][27][28] . However, the combined utilisation of IRMPD and UVPD is less commonly found in the literature, although very interesting works have been published 11,[29][30][31] . ...

Intra-cluster Charge Migration upon Hydration of Protonated Formic Acid Revealed by Anharmonic Analysis of Cold Ion Vibrational Spectra
  • Citing Article
  • September 2023

The Journal of Physical Chemistry A

... The mammalian CN is divided into three subnuclei-anteroventral cochlear nucleus (AVCN), posteroventral cochlear nucleus (PVCN), and dorsal cochlear nucleus (DCN)-based on cellular organization, synaptic circuitry, output projections, and functional properties (Rubio, 2018;Trussell and Oertel, 2018). Three CN subnuclei have been identified also in several species of echolocating bats, sharing anatomical, physiological, and molecular properties with those of non-echolocating mammals (Accomando et al., 2023;Covey, 2005;Hall, 1969;Haplea et al., 1994;Horowitz et al., 2008;K€ ossl and Vater, 1990;Marsh et al., 2006;Vater, 1982). ...

Connexin36 RNA Expression in the Cochlear Nucleus of the Echolocating Bat, Eptesicus fuscus
  • Citing Article
  • May 2023

Journal of the Association for Research in Otolaryngology

... The presence of even relatively small amounts of organic material on sea spray aerosol is also potentially important for oxidation chemistry over the oceans. Organics may be both a source and sink of radical species in aerosol, and hydrophobic compounds present in sea spray may in particular influence heterogeneous uptake and reactions involving gas phase molecules (Lawler et al., 2011;Stropoli et al., 2023;Wang et al., 2018;Zhou et al., 2008). ...

Characterization of Oxidation Products from HOCl Uptake by Microhydrated Methionine Anions Using Cryogenic Ion Vibrational Spectroscopy
  • Citing Article
  • May 2023

The Journal of Physical Chemistry A

... Observed action spectra are thus the kinetic outcome of the competing complex formation and photodissociation processes. Related continuous wave irradiation schemes 20 have been employed for tagged species in cryogenic (∼5 K) ion traps where the role of competing processes, including the laser-induced inhibition of complex growth, have been discussed in detail. 21,22 Amino acid test cases are used for demonstrations as they are a prime target for future planetary science missions, 23,24 with observed spectra compared to those taken with much more complex instrument sets. ...

High-resolution vibrational predissociation spectroscopy of I − · H 2 O by single-mode CW infrared excitation in a 3D cryogenic ion trap
  • Citing Article
  • February 2023

Molecular Physics

... Recently, reaction products of N2O5 with halides in small water clusters were analyzed via vibrational spectra using a cryogenic photofragmentation mass spectrometry, indicating that N2O5 preferentially under-goes halide substitution over hydrolysis in these model systems (122). Later theoretical studies identified key features of the potential energy surface in clusters of N2O5 and Cl − with one to five water molecules using coupled cluster calculations and density functional theory based ab initio molecular dynamics (123,124,125). It was found that there is almost no barrier for the Cl − substitution reaction of N2O5 to form ClNO2 when only one water molecule is present. ...

Effects of Microhydration on the Mechanisms of Hydrolysis and Cl Substitution in Reactions of N2O5 and Seawater