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This is a searchable collection of scientific photos, illustrations, and videos. The images and videos in this gallery are licensed under Creative Commons Attribution Non-Commercial ShareAlike 3.0. This license lets you remix, tweak, and build upon this work non-commercially, as long as you credit and license your new creations under identical terms.
2375: Protein purification robot
2375: Protein purification robot
Irina Dementieva, a biochemist, and Youngchang Kim, a biophysicist and crystallographer, work with the first robot of its type in the U.S. to automate protein purification. The robot, which is housed in a refrigerator, is an integral part of the Midwest Structural Genomics Center's plan to automate the protein crystallography process.
Midwest Center for Structural Genomics
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6774: Endoplasmic reticulum abnormalities 2
6774: Endoplasmic reticulum abnormalities 2
Human cells with the gene that codes for the protein FIT2 deleted. After an experimental intervention, they are expressing a nonfunctional version of FIT2, shown in green. The lack of functional FIT2 affected the structure of the endoplasmic reticulum (ER), and the nonfunctional protein clustered in ER membrane aggregates, seen as large bright-green spots. Lipid droplets are shown in red, and the nucleus is visible in gray. This image was captured using a confocal microscope. Related to image 6773.
Michel Becuwe, Harvard University.
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3489: Worm sperm
3489: Worm sperm
To develop a system for studying cell motility in unnatrual conditions -- a microscope slide instead of the body -- Tom Roberts and Katsuya Shimabukuro at Florida State University disassembled and reconstituted the motility parts used by worm sperm cells.
Tom Roberts, Florida State University
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6597: Pathways – Bacteria vs. Viruses: What's the Difference?
6597: Pathways – Bacteria vs. Viruses: What's the Difference?
Learn about how bacteria and viruses differ, how they each can make you sick, and how they can or cannot be treated. Discover more resources from NIGMS’ Pathways collaboration with Scholastic. View the video on YouTube for closed captioning.
National Institute of General Medical Sciences
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3656: Fruit fly ovary_2
3656: Fruit fly ovary_2
A fruit fly ovary, shown here, contains as many as 20 eggs. Fruit flies are not merely tiny insects that buzz around overripe fruit--they are a venerable scientific tool. Research on the flies has shed light on many aspects of human biology, including biological rhythms, learning, memory and neurodegenerative diseases. Another reason fruit flies are so useful in a lab (and so successful in fruit bowls) is that they reproduce rapidly. About three generations can be studied in a single month. Related to image 3607.
Denise Montell, University of California, Santa Barbara
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2426: Zinc finger
2426: Zinc finger
The structure of a gene-regulating zinc finger protein bound to DNA.
Jeremy M. Berg, National Institute of General Medical Sciences
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2325: Multicolor STORM
2325: Multicolor STORM
In 2006, scientists developed an optical microscopy technique enabling them to clearly see individual molecules within cells. In 2007, they took the technique, abbreviated STORM, a step further. They identified multicolored probes that let them peer into cells and clearly see multiple cellular components at the same time, such as these microtubules (green) and small hollows called clathrin-coated pits (red). Unlike conventional methods, the multicolor STORM technique produces a crisp and high resolution picture. A sharper view of how cellular components interact will likely help scientists answer some longstanding questions about cell biology.
Xiaowei Zhuang, Harvard University
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6389: Red and white blood cells in the lung
2313: Colorful communication
2313: Colorful communication
The marine bacterium Vibrio harveyi glows when near its kind. This luminescence, which results from biochemical reactions, is part of the chemical communication used by the organisms to assess their own population size and distinguish themselves from other types of bacteria. But V. harveyi only light up when part of a large group. This communication, called quorum sensing, speaks for itself here on a lab dish, where more densely packed areas of the bacteria show up blue. Other types of bacteria use quorum sensing to release toxins, trigger disease, and evade the immune system.
Bonnie Bassler, Princeton University
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3408: Kluyveromyces polysporus Argonaute bound to guide RNA
3408: Kluyveromyces polysporus Argonaute bound to guide RNA
A segment of siRNA, shown in red, guides a "slicer" protein called Argonaute (multi-colored twists and corkscrews) to the target RNA molecules.
Kotaro Nakanishi and David Weinberg, Massachusetts Institute of Technology
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3358: Beta 2-adrenergic receptor
3358: Beta 2-adrenergic receptor
The receptor is shown bound to a partial inverse agonist, carazolol.
Raymond Stevens, The Scripps Research Institute
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3734: Molecular interactions at the astrocyte nuclear membrane
3734: Molecular interactions at the astrocyte nuclear membrane
These ripples of color represent the outer membrane of the nucleus inside an astrocyte, a star-shaped cell inside the brain. Some proteins (green) act as keys to unlock other proteins (red) that form gates to let small molecules in and out of the nucleus (blue). Visualizing these different cell components at the boundary of the astrocyte nucleus enables researchers to study the molecular and physiological basis of neurological disorders, such as hydrocephalus, a condition in which too much fluid accumulates in the brain, and scar formation in brain tissue leading to abnormal neuronal activity affecting learning and memory. Scientists have now identified a pathway may be common to many of these brain diseases and begun to further examine it to find ways to treat certain brain diseases and injuries.
Katerina Akassoglou, Gladstone Institute for Neurological Disease & UCSF
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2483: Trp_RS - tryptophanyl tRNA-synthetase family of enzymes
2483: Trp_RS - tryptophanyl tRNA-synthetase family of enzymes
This image represents the structure of TrpRS, a novel member of the tryptophanyl tRNA-synthetase family of enzymes. By helping to link the amino acid tryptophan to a tRNA molecule, TrpRS primes the amino acid for use in protein synthesis. A cluster of iron and sulfur atoms (orange and red spheres) was unexpectedly found in the anti-codon domain, a key part of the molecule, and appears to be critical for the function of the enzyme. TrpRS was discovered in Thermotoga maritima, a rod-shaped bacterium that flourishes in high temperatures.
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2529: Aspirin
2529: Aspirin
Acetylsalicylate (bottom) is the aspirin of today. Adding a chemical tag called an acetyl group (shaded box, bottom) to a molecule derived from willow bark (salicylate, top) makes the molecule less acidic (and easier on the lining of the digestive tract), but still effective at relieving pain. See image 2530 for a labeled version of this illustration. Featured in Medicines By Design.
Crabtree + Company
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1330: Mitosis - prophase
1330: Mitosis - prophase
A cell in prophase, near the start of mitosis: In the nucleus, chromosomes condense and become visible. In the cytoplasm, the spindle forms. Mitosis is responsible for growth and development, as well as for replacing injured or worn out cells throughout the body. For simplicity, mitosis is illustrated here with only six chromosomes.
Judith Stoffer
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7010: Adult and juvenile Hawaiian bobtail squids
7010: Adult and juvenile Hawaiian bobtail squids
An adult Hawaiian bobtail squid, Euprymna scolopes, (~4 cm) surrounded by newly hatched juveniles (~2 mm) in a bowl of seawater.
Related to image 7011 and video 7012.
Related to image 7011 and video 7012.
Margaret J. McFall-Ngai, Carnegie Institution for Science/California Institute of Technology, and Edward G. Ruby, California Institute of Technology.
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3392: NCMIR Kidney Glomeruli
3392: NCMIR Kidney Glomeruli
Stained glomeruli in the kidney. The kidney is an essential organ responsible for disposing wastes from the body and for maintaining healthy ion levels in the blood. It works like a purifier by pulling break-down products of metabolism, such as urea and ammonium, from the bloodstream for excretion in urine. The glomerulus is a structure that helps filter the waste compounds from the blood. It consists of a network of capillaries enclosed within a Bowman's capsule of a nephron, which is the structure in which ions exit or re-enter the blood in the kidney.
Tom Deerinck, National Center for Microscopy and Imaging Research (NCMIR)
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6613: Circadian rhythms and the SCN
6613: Circadian rhythms and the SCN
Circadian rhythms are physical, mental, and behavioral changes that follow a 24-hour cycle. Circadian rhythms are influenced by light and regulated by the brain’s suprachiasmatic nucleus (SCN), sometimes referred to as a master clock. Learn more in NIGMS’ circadian rhythms fact sheet. See 6614 for the Spanish version of this infographic.
NIGMS
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2517: ATP synthase
2517: ATP synthase
The world's smallest motor, ATP synthase, generates energy for the cell. See image 2518 for a labeled version of this illustration. Featured in The Chemistry of Health.
Crabtree + Company
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6800: Magnetic Janus particle activating a T cell
6800: Magnetic Janus particle activating a T cell
A Janus particle being used to activate a T cell, a type of immune cell. A Janus particle is a specialized microparticle with different physical properties on its surface, and this one is coated with nickel on one hemisphere and anti-CD3 antibodies (light blue) on the other. The nickel enables the Janus particle to be moved using a magnet, and the antibodies bind to the T cell and activate it. The T cell in this video was loaded with calcium-sensitive dye to visualize calcium influx, which indicates activation. The intensity of calcium influx was color coded so that warmer color indicates higher intensity. Being able to control Janus particles with simple magnets is a step toward controlling individual cells’ activities without complex magnetic devices.
More details can be found in the Angewandte Chemie paper “Remote control of T cell activation using magnetic Janus particles” by Lee et al. This video was captured using epi-fluorescence microscopy.
Related to video 6801.
More details can be found in the Angewandte Chemie paper “Remote control of T cell activation using magnetic Janus particles” by Lee et al. This video was captured using epi-fluorescence microscopy.
Related to video 6801.
Yan Yu, Indiana University, Bloomington.
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2565: Recombinant DNA (with labels)
2565: Recombinant DNA (with labels)
To splice a human gene (in this case, the one for insulin) into a plasmid, scientists take the plasmid out of an E. coli bacterium, cut the plasmid with a restriction enzyme, and splice in insulin-making human DNA. The resulting hybrid plasmid can be inserted into another E. coli bacterium, where it multiplies along with the bacterium. There, it can produce large quantities of insulin. See image 2564 for an unlabeled version of this illustration. Featured in The New Genetics.
Crabtree + Company
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6963: C. elegans trapped by carnivorous fungus
6963: C. elegans trapped by carnivorous fungus
Real-time footage of Caenorhabditis elegans, a tiny roundworm, trapped by a carnivorous fungus, Arthrobotrys dactyloides. This fungus makes ring traps in response to the presence of C. elegans. When a worm enters a ring, the trap rapidly constricts so that the worm cannot move away, and the fungus then consumes the worm. The size of the imaged area is 0.7mm x 0.9mm.
This video was obtained with a polychromatic polarizing microscope (PPM) in white light that shows the polychromatic birefringent image with hue corresponding to the slow axis orientation. More information about PPM can be found in the Scientific Reports paper “Polychromatic Polarization Microscope: Bringing Colors to a Colorless World” by Shribak.
This video was obtained with a polychromatic polarizing microscope (PPM) in white light that shows the polychromatic birefringent image with hue corresponding to the slow axis orientation. More information about PPM can be found in the Scientific Reports paper “Polychromatic Polarization Microscope: Bringing Colors to a Colorless World” by Shribak.
Michael Shribak, Marine Biological Laboratory/University of Chicago.
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6487: CRISPR Illustration Frame 3
6487: CRISPR Illustration Frame 3
This illustration shows, in simplified terms, how the CRISPR-Cas9 system can be used as a gene-editing tool. The CRISPR system has two components joined together: a finely tuned targeting device (a small strand of RNA programmed to look for a specific DNA sequence) and a strong cutting device (an enzyme called Cas9 that can cut through a double strand of DNA). In this frame (3 of 4), the Cas9 enzyme cuts both strands of the DNA.
For an explanation and overview of the CRISPR-Cas9 system, see the iBiology video, and find the full CRIPSR illustration here.
For an explanation and overview of the CRISPR-Cas9 system, see the iBiology video, and find the full CRIPSR illustration here.
National Institute of General Medical Sciences.
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2398: RNase A (1)
2398: RNase A (1)
A crystal of RNase A protein created for X-ray crystallography, which can reveal detailed, three-dimensional protein structures.
Alex McPherson, University of California, Irvine
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2384: Scientists display X-ray diffraction pattern obtained with split X-ray beamline
2384: Scientists display X-ray diffraction pattern obtained with split X-ray beamline
Scientists from Argonne National Laboratory's Advanced Photon Source (APS) display the first X-ray diffraction pattern obtained from a protein crystal using a split X-ray beam, the first of its kind at APS. The scientists shown are (from left to right): Oleg Makarov, Ruslan Sanishvili, Robert Fischetti (project manager), Sergey Stepanov, and Ward Smith.
GM/CA Collaborative Access Team
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2349: Dimeric association of receptor-type tyrosine-protein phosphatase
2349: Dimeric association of receptor-type tyrosine-protein phosphatase
Model of the catalytic portion of an enzyme, receptor-type tyrosine-protein phosphatase from humans. The enzyme consists of two identical protein subunits, shown in blue and green. The groups made up of purple and red balls represent phosphate groups, chemical groups that can influence enzyme activity. This phosphatase removes phosphate groups from the enzyme tyrosine kinase, counteracting its effects.
New York Structural GenomiX Research Consortium, PSI
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3549: TonB protein in gram-negative bacteria
3549: TonB protein in gram-negative bacteria
The green in this image highlights a protein called TonB, which is produced by many gram-negative bacteria, including those that cause typhoid fever, meningitis and dysentery. TonB lets bacteria take up iron from the host's body, which they need to survive. More information about the research behind this image can be found in a Biomedical Beat Blog posting from August 2013.
Phillip Klebba, Kansas State University
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2790: Anti-tumor drug ecteinascidin 743 (ET-743) with hydrogens 01
2790: Anti-tumor drug ecteinascidin 743 (ET-743) with hydrogens 01
Ecteinascidin 743 (ET-743, brand name Yondelis), was discovered and isolated from a sea squirt, Ecteinascidia turbinata, by NIGMS grantee Kenneth Rinehart at the University of Illinois. It was synthesized by NIGMS grantees E.J. Corey and later by Samuel Danishefsky. Multiple versions of this structure are available as entries 2790-2797.
Timothy Jamison, Massachusetts Institute of Technology
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3747: Cryo-electron microscopy revealing the "wasabi receptor"
3747: Cryo-electron microscopy revealing the "wasabi receptor"
The TRPA1 protein is responsible for the burn you feel when you taste a bite of sushi topped with wasabi. Known therefore informally as the "wasabi receptor," this protein forms pores in the membranes of nerve cells that sense tastes or odors. Pungent chemicals like wasabi or mustard oil cause the pores to open, which then triggers a tingling or burn on our tongue. This receptor also produces feelings of pain in response to chemicals produced within our own bodies when our tissues are damaged or inflamed. Researchers used cryo-EM to reveal the structure of the wasabi receptor at a resolution of about 4 angstroms (a credit card is about 8 million angstroms thick). This detailed structure can help scientists understand both how we feel pain and how we can limit it by developing therapies to block the receptor. For more on cryo-EM see the blog post Cryo-Electron Microscopy Reveals Molecules in Ever Greater Detail.
Jean-Paul Armache, UCSF
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3520: HeLa cells
3520: HeLa cells
Multiphoton fluorescence image of HeLa cells with cytoskeletal microtubules (magenta) and DNA (cyan). Nikon RTS2000MP custom laser scanning microscope. See related images 3518, 3519, 3521, 3522.
National Center for Microscopy and Imaging Research (NCMIR)
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2524: Plasma membrane (with labels)
2524: Plasma membrane (with labels)
The plasma membrane is a cell's protective barrier. See image 2523 for an unlabeled version of this illustration. Featured in The Chemistry of Health.
Crabtree + Company
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3297: Four timepoints in gastrulation
3297: Four timepoints in gastrulation
It has been said that gastrulation is the most important event in a person's life. This part of early embryonic development transforms a simple ball of cells and begins to define cell fate and the body axis. In a study published in Science magazine in March 2012, NIGMS grantee Bob Goldstein and his research group studied how contractions of actomyosin filaments in C. elegans and Drosophila embryos lead to dramatic rearrangements of cell and embryonic structure. This research is described in detail in the following article: "Triggering a Cell Shape Change by Exploiting Preexisting Actomyosin Contractions." In these images, myosin (green) and plasma membrane (red) are highlighted at four timepoints in gastrulation in the roundworm C. elegans. The blue highlights in the top three frames show how cells are internalized, and the site of closure around the involuting cells is marked with an arrow in the last frame. See related video 3334.
Bob Goldstein, University of North Carolina, Chapel Hill
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2753: Xenopus laevis egg
2753: Xenopus laevis egg
Xenopus laevis, the African clawed frog, has long been used as a model organism for studying embryonic development. In this image, RNA encoding the transcription factor Sox 7 (dark blue) is shown to predominate at the vegetal pole, the yolk-rich portion, of a Xenopus laevis frog egg. Sox 7 protein is important to the regulation of embryonic development.
Michael Klymkowsky, University of Colorado, Boulder
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2414: Pig trypsin (3)
2414: Pig trypsin (3)
Crystals of porcine trypsin protein created for X-ray crystallography, which can reveal detailed, three-dimensional protein structures.
Alex McPherson, University of California, Irvine
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3630: Three muscle fibers; the middle has a defect found in some neuromuscular diseases
3630: Three muscle fibers; the middle has a defect found in some neuromuscular diseases
Of the three muscle fibers shown here, the one on the right and the one on the left are normal. The middle fiber is deficient a large protein called nebulin (blue). Nebulin plays a number of roles in the structure and function of muscles, and its absence is associated with certain neuromuscular disorders.
This image was part of the Life: Magnified exhibit that ran from June 3, 2014, to January 21, 2015, at Dulles International Airport.
This image was part of the Life: Magnified exhibit that ran from June 3, 2014, to January 21, 2015, at Dulles International Airport.
Christopher Pappas and Carol Gregorio, University of Arizona
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2450: Blood clots show their flex
2450: Blood clots show their flex
Blood clots stop bleeding, but they also can cause heart attacks and strokes. A team led by computational biophysicist Klaus Schulten of the University of Illinois at Urbana-Champaign has revealed how a blood protein can give clots their lifesaving and life-threatening abilities. The researchers combined experimental and computational methods to animate fibrinogen, a protein that forms the elastic fibers that enable clots to withstand the force of blood pressure. This simulation shows that the protein, through a series of events, stretches up to three times its length. Adjusting this elasticity could improve how we manage healthful and harmful clots. NIH's National Center for Research Resources also supported this work. Featured in the March 19, 2008, issue of Biomedical Beat.
Eric Lee, University of Illinois at Urbana-Champaign
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6888: Chromatin in human fibroblast
6888: Chromatin in human fibroblast
The nucleus of a human fibroblast cell with chromatin—a substance made up of DNA and proteins—shown in various colors. Fibroblasts are one of the most common types of cells in mammalian connective tissue, and they play a key role in wound healing and tissue repair. This image was captured using Stochastic Optical Reconstruction Microscopy (STORM).
Related to images 6887 and 6893.
Related to images 6887 and 6893.
Melike Lakadamyali, Perelman School of Medicine at the University of Pennsylvania.
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5888: Independence Day
5888: Independence Day
This graphic that resembles a firework was created from a picture of a fruit fly spermatid. This fruit fly spermatid recycles various molecules, including malformed or damaged proteins. Actin filaments (red) in the cell draw unwanted proteins toward a barrel-shaped structure called the proteasome (green clusters), which degrades the molecules into their basic parts for re-use.
Sigi Benjamin-Hong, Rockefeller University
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2336: Natural nanomachine in action
2336: Natural nanomachine in action
Using a supercomputer to simulate the movement of atoms in a ribosome, researchers looked into the core of this protein-making nanomachine and took snapshots. The picture shows an amino acid (green) being delivered by transfer RNA (yellow) into a corridor (purple) in the ribosome. In the corridor, a series of chemical reactions will string together amino acids to make a protein. The research project, which tracked the movement of more than 2.6 million atoms, was the largest computer simulation of a biological structure to date. The results shed light on the manufacturing of proteins and could aid the search for new antibiotics, which typically work by disabling the ribosomes of bacteria.
Kevin Sanbonmatsu, Los Alamos National Laboratory
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1101: Red blood cells
1101: Red blood cells
This image of human red blood cells was obtained with the help of a scanning electron microscope, an instrument that uses a finely focused electron beam to yield detailed images of the surface of a sample.
Tina Weatherby Carvalho, University of Hawaii at Manoa
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6762: CCP enzyme
6762: CCP enzyme
The enzyme CCP is found in the mitochondria of baker’s yeast. Scientists study the chemical reactions that CCP triggers, which involve a water molecule, iron, and oxygen. This structure was determined using an X-ray free electron laser.
Protein Data Bank.
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6540: Pathways: What is It? | Why Scientists Study Cells
6540: Pathways: What is It? | Why Scientists Study Cells
Learn how curiosity about the world and our cells is key to scientific discoveries. Discover more resources from NIGMS’ Pathways collaboration with Scholastic. View the video on YouTube for closed captioning.
National Institute of General Medical Sciences
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3438: Morphine Structure
3438: Morphine Structure
The chemical structure of the morphine molecule
Judy Coyle, Donald Danforth Plant Science Center
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6351: CRISPR
6351: CRISPR
RNA incorporated into the CRISPR surveillance complex is positioned to scan across foreign DNA. Cryo-EM density from a 3Å reconstruction is shown as a yellow mesh.
NRAMM National Resource for Automated Molecular Microscopy http://nramm.nysbc.org/nramm-images/ Source: Bridget Carragher
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5825: A Growing Bacterial Biofilm
5825: A Growing Bacterial Biofilm
A growing Vibrio cholerae (cholera) biofilm. Cholera bacteria form colonies called biofilms that enable them to resist antibiotic therapy within the body and other challenges to their growth.
Each slightly curved comma shape represents an individual bacterium from assembled confocal microscopy images. Different colors show each bacterium’s position in the biofilm in relation to the surface on which the film is growing.
Each slightly curved comma shape represents an individual bacterium from assembled confocal microscopy images. Different colors show each bacterium’s position in the biofilm in relation to the surface on which the film is growing.
Jing Yan, Ph.D., and Bonnie Bassler, Ph.D., Department of Molecular Biology, Princeton University, Princeton, NJ.
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5780: Ribosome illustration from PDB
5780: Ribosome illustration from PDB
Ribosomes are complex machines made up of more than 50 proteins and three or four strands of genetic material called ribosomal RNA (rRNA). The busy cellular machines make proteins, which are critical to almost every structure and function in the cell. To do so, they read protein-building instructions, which come as strands of messenger RNA. Ribosomes are found in all forms of cellular life—people, plants, animals, even bacteria. This illustration of a bacterial ribosome was produced using detailed information about the position of every atom in the complex. Several antibiotic medicines work by disrupting bacterial ribosomes but leaving human ribosomes alone. Scientists are carefully comparing human and bacterial ribosomes to spot differences between the two. Structures that are present only in the bacterial version could serve as targets for new antibiotic medications.
From PDB’s Molecule of the Month collection (direct link: http://pdb101.rcsb.org/motm/121) Molecule of the Month illustrations are available under a CC-BY-4.0 license. Attribution should be given to David S. Goodsell and the RCSB PDB.
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6534: Mosaicism in C. elegans (White Background)
6534: Mosaicism in C. elegans (White Background)
In the worm C. elegans, double-stranded RNA made in neurons can silence matching genes in a variety of cell types through the transport of RNA between cells. The head region of three worms that were genetically modified to express a fluorescent protein were imaged and the images were color-coded based on depth. The worm on the left lacks neuronal double-stranded RNA and thus every cell is fluorescent. In the middle worm, the expression of the fluorescent protein is silenced by neuronal double-stranded RNA and thus most cells are not fluorescent. The worm on the right lacks an enzyme that amplifies RNA for silencing. Surprisingly, the identities of the cells that depend on this enzyme for gene silencing are unpredictable. As a result, worms of identical genotype are nevertheless random mosaics for how the function of gene silencing is carried out. For more, see journal article and press release. Related to image 6532.
Snusha Ravikumar, Ph.D., University of Maryland, College Park, and Antony M. Jose, Ph.D., University of Maryland, College Park
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2317: Fruitful dyes
2317: Fruitful dyes
These colorful, computer-generated ribbons show the backbone of a molecule that glows a fluorescent red. The molecule, called mStrawberry, was created by chemists based on a protein found in the ruddy lips of a coral. Scientists use the synthetic molecule and other "fruity" ones like it as a dye to mark and study cell structures.
Roger Y. Tsien, University of California, San Diego
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6598: Simulation of leg muscles moving
6598: Simulation of leg muscles moving
When we walk, muscles and nerves interact in intricate ways. This simulation, which is based on data from a six-foot-tall man, shows these interactions.
Chand John and Eran Guendelman, Stanford University
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3521: HeLa cells
3521: HeLa cells
Multiphoton fluorescence image of HeLa cells stained with the actin binding toxin phalloidin (red), microtubules (cyan) and cell nuclei (blue). Nikon RTS2000MP custom laser scanning microscope. See related images 3518, 3519, 3520, 3522.
National Center for Microscopy and Imaging Research (NCMIR)
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