Klaus Schulten
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Klaus Schulten (January 12, 1947 – October 31, 2016) was a German-American computational
biophysicist Biophysics is an interdisciplinary science that applies approaches and methods traditionally used in physics to study biological phenomena. Biophysics covers all scales of biological organization, from molecular to organismic and populations. ...
and the Swanlund Professor of Physics at the
University of Illinois at Urbana-Champaign The University of Illinois Urbana-Champaign (U of I, Illinois, University of Illinois, or UIUC) is a public land-grant research university in Illinois in the twin cities of Champaign and Urbana. It is the flagship institution of the Univ ...
. Schulten used supercomputing techniques to apply theoretical physics to the fields of
biomedicine Biomedicine (also referred to as Western medicine, mainstream medicine or conventional medicine)
and bioengineering and dynamically model living systems. His mathematical, theoretical, and technological innovations led to key discoveries about the motion of biological cells, sensory processes in vision, animal navigation, light energy harvesting in photosynthesis, and learning in neural networks. Schulten identified the goal of the life sciences as being to characterize biological systems from the atomic to the cellular level. He used petascale computers, and planned to use exa-scale computers, to model atomic-scale bio-chemical processes. His work made possible the dynamic simulation of the activities of thousands of proteins working together at the macromolecular level. His research group developed and distributed software for computational
structural biology Structural biology is a field that is many centuries old which, and as defined by the Journal of Structural Biology, deals with structural analysis of living material (formed, composed of, and/or maintained and refined by living cells) at every le ...
, which Schulten used to make a number of significant discoveries. The
molecular dynamics Molecular dynamics (MD) is a computer simulation method for analyzing the physical movements of atoms and molecules. The atoms and molecules are allowed to interact for a fixed period of time, giving a view of the dynamic "evolution" of t ...
package
NAMD Nanoscale Molecular Dynamics (NAMD, formerly Not Another Molecular Dynamics Program) is computer software for molecular dynamics simulation, written using the Charm++ parallel programming model. It is noted for its parallel efficiency and is often ...
and the visualization software VMD are estimated to be used by at least 300,000 researchers worldwide. Schulten died in 2016 following an illness.


Education

Schulten received a Diplom degree from the
University of Münster The University of Münster (german: Westfälische Wilhelms-Universität Münster, WWU) is a public research university located in the city of Münster, North Rhine-Westphalia in Germany. With more than 43,000 students and over 120 fields of stud ...
in 1969 and a PhD in
chemical physics Chemical physics is a subdiscipline of chemistry and physics that investigates physicochemical phenomena using techniques from atomic and molecular physics and condensed matter physics; it is the branch of physics that studies chemical process ...
from
Harvard University Harvard University is a private Ivy League research university in Cambridge, Massachusetts. Founded in 1636 as Harvard College and named for its first benefactor, the Puritan clergyman John Harvard, it is the oldest institution of high ...
in 1974, advised by Martin Karplus. At Harvard Schulten studied vision, and the ways in which biomolecules respond to
photoexcitation Photoexcitation is the production of an excited state of a quantum system by photon absorption. The excited state originates from the interaction between a photon and the quantum system. Photons carry energy that is determined by the wavelength ...
. He was particularly interested in studying
retinal Retinal (also known as retinaldehyde) is a polyene chromophore. Retinal, bound to proteins called opsins, is the chemical basis of visual phototransduction, the light-detection stage of visual perception (vision). Some microorganisms use reti ...
, a
polyene In organic chemistry, polyenes are poly- unsaturated, organic compounds that contain at least three alternating double () and single () carbon–carbon bonds. These carbon–carbon double bonds interact in a process known as conjugation, result ...
and a chromophore of
opsin Animal opsins are G-protein-coupled receptors and a group of proteins made light-sensitive via a chromophore, typically retinal. When bound to retinal, opsins become Retinylidene proteins, but are usually still called opsins regardless. Most ...
s. Schulten was able to provide a theoretical explanation for experimental observations of an "optically forbidden" state which did not match predicted patterns of electronic excitation in polyenes. Schulten classified electrons into covalent and non-covalent states, and determined that electrons that acted in a coordinated (covalent) manner used less energy than those which were independent (non-covalent).


Career and Research


Max Planck Institute for Biophysical Chemistry

After graduating, Schulten joined the Max Planck Institute for Biophysical Chemistry in Göttingen, where he remained till 1980. At the institute, he worked with Albert Weller on electron transfer reactions. One of his first projects was to explain a chemical reaction product called a "fast triplet", an excited molecule with a pair of electrons with parallel spins. What Schulten discovered was that a magnetic field could provably influence a chemical reaction, a physical effect that had not previously been demonstrated. It was possible to show the effect by causing the reaction to occur with and without a magnetic field. Schulten was particularly interested in implications of the magnetic field effect for biological systems such as electron transfer in photosynthesis. Schulten also began to explore the possibility that fast triplets could explain compass sensors in biological species such as migrating birds. That the
European robin The European robin (''Erithacus rubecula''), known simply as the robin or robin redbreast in Great Britain & Ireland, is a small insectivorous passerine bird that belongs to the chat subfamily of the Old World flycatcher family. About in len ...
used some form of magnetoreception was demonstrated by Wolfgang Wiltschko and Fritz Merkel in 1965, and further studied by Wolfgang and Roswitha Wiltschko. Schulten proposed that
quantum entanglement Quantum entanglement is the phenomenon that occurs when a group of particles are generated, interact, or share spatial proximity in a way such that the quantum state of each particle of the group cannot be described independently of the state of ...
of a radical-pair system could underlie a biochemical compass. Schulten and others have since extended this early work, developing a model of the possible excitation of
cryptochrome Cryptochromes (from the Greek κρυπτός χρώμα, "hidden colour") are a class of flavoproteins found in plants and animals that are sensitive to blue light. They are involved in the circadian rhythms and the sensing of magnetic fields ...
proteins in photoreceptors within the
retina The retina (from la, rete "net") is the innermost, light-sensitive layer of tissue of the eye of most vertebrates and some molluscs. The optics of the eye create a focused two-dimensional image of the visual world on the retina, which then ...
of the eye.


Technical University of Munich

In 1980, Schulten became a professor of
theoretical physics Theoretical physics is a branch of physics that employs mathematical models and abstractions of physical objects and systems to rationalize, explain and predict natural phenomena. This is in contrast to experimental physics, which uses experim ...
at the
Technical University of Munich The Technical University of Munich (TUM or TU Munich; german: Technische Universität München) is a public research university in Munich, Germany. It specializes in engineering, technology, medicine, and applied and natural sciences. Establis ...
. In 1988, Hartmut Michel, Johann Deisenhofer, and
Robert Huber Robert Huber (; born 20 February 1937) is a German biochemist and Nobel laureate. known for his work crystallizing an intramembrane protein important in photosynthesis and subsequently applying X-ray crystallography to elucidate the protein's st ...
won the Nobel Prize in chemistry for determining the three-dimensional structure of the
photosynthetic reaction center A photosynthetic reaction center is a complex of several proteins, pigments and other co-factors that together execute the primary energy conversion reactions of photosynthesis. Molecular excitations, either originating directly from sunlight or t ...
. Their elucidation of the reaction center's structure made it feasible for Klaus Schulten to develop simulations models of photosynthesis. Schulten later worked with Michel and Deisenhofer on models of LH2 in photosynthesis. Schulten recognized that a successful attack on modeling the photosynthetic reaction center would require parallel computing power. He used his research grants to support Munich students Helmut Grubmüller and Helmut Heller in building a custom
parallel computer Parallel computing is a type of computation in which many calculations or processes are carried out simultaneously. Large problems can often be divided into smaller ones, which can then be solved at the same time. There are several different fo ...
optimized for molecular dynamics simulations. They developed a parallel computer, the T60, containing ten
circuit boards A printed circuit board (PCB; also printed wiring board or PWB) is a medium used in electrical and electronic engineering to connect electronic components to one another in a controlled manner. It takes the form of a laminated sandwich struc ...
with six
Transputer The transputer is a series of pioneering microprocessors from the 1980s, intended for parallel computing. To support this, each transputer had its own integrated memory and serial communication links to exchange data with other transputers. T ...
s each, for a total of 60 nodes. The T60 was small enough that Schulten was able to carry it through customs in a backpack, when he moved to the United States to join the University of Illinois at Urbana-Champaign. The T60's parallel computing software, which the students named EGO, was written in OCCAM II.


University of Illinois at Urbana-Champaign

In 1988, Schulten moved to the
University of Illinois at Urbana-Champaign The University of Illinois Urbana-Champaign (U of I, Illinois, University of Illinois, or UIUC) is a public land-grant research university in Illinois in the twin cities of Champaign and Urbana. It is the flagship institution of the Univ ...
(UIUC), where he founded the Theoretical and Computational Biophysics Group at the
Beckman Institute for Advanced Science and Technology The Beckman Institute for Advanced Science and Technology is a unit of the University of Illinois Urbana-Champaign dedicated to interdisciplinary research. A gift from scientist, businessman, and philanthropist Arnold O. Beckman (1900–2004) an ...
in 1989. The early development of NAMD at UIUC built on the work of Schulten's students in Munich to build a custom
parallel computer Parallel computing is a type of computation in which many calculations or processes are carried out simultaneously. Large problems can often be divided into smaller ones, which can then be solved at the same time. There are several different fo ...
optimized for molecular dynamics simulations. The first simulation on the T60 modeled 27,000 atoms of membrane structure, and took twenty months to run. The simulation results agreed with experimental results, and were eventually published in the ''Journal of Physical Chemistry''. Work on the T60 and the
Connection Machine A Connection Machine (CM) is a member of a series of massively parallel supercomputers that grew out of doctoral research on alternatives to the traditional von Neumann architecture of computers by Danny Hillis at Massachusetts Institute of Techno ...
convinced Schulten that more computing power and expertise were needed. Schulten partnered with computer scientists Robert Skeel, and Laxmikant V. Kale ("Sanjay" Kale) on a five-year grant from the NIH, and their students began writing molecular dynamics code in a new language,
C++ C++ (pronounced "C plus plus") is a high-level general-purpose programming language created by Danish computer scientist Bjarne Stroustrup as an extension of the C programming language, or "C with Classes". The language has expanded significan ...
. Since then, Schulten's research group has become well known for the development of software for computational
structural biology Structural biology is a field that is many centuries old which, and as defined by the Journal of Structural Biology, deals with structural analysis of living material (formed, composed of, and/or maintained and refined by living cells) at every le ...
, including the
molecular dynamics Molecular dynamics (MD) is a computer simulation method for analyzing the physical movements of atoms and molecules. The atoms and molecules are allowed to interact for a fixed period of time, giving a view of the dynamic "evolution" of t ...
package
NAMD Nanoscale Molecular Dynamics (NAMD, formerly Not Another Molecular Dynamics Program) is computer software for molecular dynamics simulation, written using the Charm++ parallel programming model. It is noted for its parallel efficiency and is often ...
and the visualization software VMD. The packages are freely usable for non-commercial research, and are used by approximately 300,000 researchers world-wide. Over time, Schulten targeted biological structures of increasing size and complexity, with larger and larger computers. By 2007 he was exploring
molecular modeling Molecular modelling encompasses all methods, theoretical and computational, used to model or mimic the behaviour of molecules. The methods are used in the fields of computational chemistry, drug design, computational biology and materials scien ...
using
graphical processing unit A graphics processing unit (GPU) is a specialized electronic circuit designed to manipulate and alter memory to accelerate the creation of images in a frame buffer intended for output to a display device. GPUs are used in embedded systems, ...
s (GPUs). Validation of models against experimental results is an integral part of development, for example, using molecular dynamics in combination with
cryo-electron microscopy Cryogenic electron microscopy (cryo-EM) is a cryomicroscopy technique applied on samples cooled to cryogenic temperatures. For biological specimens, the structure is preserved by embedding in an environment of vitreous ice. An aqueous sample s ...
and
X-ray crystallography X-ray crystallography is the experimental science determining the atomic and molecular structure of a crystal, in which the crystalline structure causes a beam of incident X-rays to diffract into many specific directions. By measuring the angles ...
. to study the structures of large macromolecular complexes. 1996 marked the publication of Schulten's model of the LH2 structure of the
photosynthetic reaction centre protein family Photosynthesis is a process used by plants and other organisms to convert light energy into chemical energy that, through cellular respiration, can later be released to fuel the organism's activities. Some of this chemical energy is stored in ...
of Rhodospirillum molischianum. Drawing upon Richard J. Cogdell's structure of nine-folded LH-2 from Rhodopseudomonas acidophila, Schulten worked with Michel to develop an eight-folded crystal structure model of LH2 in R. molischianum. In addition to its spectroscopic properties, they examined its energy transfer reactions in photosynthetic light-harvesting. In 2006, Schulten's group modeled the satellite tobacco mosaic virus, emulating femtosecond interactions of approximately one million atoms in the virus and a surrounding drop of salt water for 50 billionths of a second. It was the first time that such a complete model had been generated, requiring the resources of the
National Center for Supercomputing Applications The National Center for Supercomputing Applications (NCSA) is a state-federal partnership to develop and deploy national-scale computer infrastructure that advances research, science and engineering based in the United States. NCSA operates as a ...
at Urbana. The simulation provided new insights about activities of the virus. One discovery was that the virus, which looks symmetrical in still images, actually pulses in and out asymmetrically. Another was that the virus coat, the protein capsid, is dependent upon the genetic material in the RNA core of the particle and will collapse without it. This suggests that the genetic material must already be present before the virus can build its coat when reproducing. Such research points to possible interventions that may help to control the virus, and also offers the possibility of exploring possible interventions ''in silico'' to predict effectiveness. A 2009 review describes work in modeling and verifying simulations of proteins such as
titin Titin (contraction for Titan protein) (also called connectin) is a protein that in humans is encoded by the ''TTN'' gene. Titin is a giant protein, greater than 1 µm in length, that functions as a molecular spring that is responsible for th ...
,
fibrinogen Fibrinogen (factor I) is a glycoprotein complex, produced in the liver, that circulates in the blood of all vertebrates. During tissue and vascular injury, it is converted enzymatically by thrombin to fibrin and then to a fibrin-based blood cl ...
,
ankyrin Ankyrins are a family of proteins that mediate the attachment of integral membrane proteins to the spectrin-actin based membrane cytoskeleton. Ankyrins have binding sites for the beta subunit of spectrin and at least 12 families of integral mem ...
, and cadherin using the group's "computational microscope". In 2010, Schulten's group at Illinois and researchers at the University of Utah published research examining the development of
drug resistance Drug resistance is the reduction in effectiveness of a medication such as an antimicrobial or an antineoplastic in treating a disease or condition. The term is used in the context of resistance that pathogens or cancers have "acquired", that is ...
to
Tamiflu Oseltamivir, sold under the brand name Tamiflu, is an antiviral medication used to treat and prevent influenza A and influenza B, viruses that cause the flu. Many medical organizations recommend it in people who have complications or are at hi ...
in
H1N1 In virology, influenza A virus subtype H1N1 (A/H1N1) is a subtype of influenza A virus. Major outbreaks of H1N1 strains in humans include the Spanish flu, the 1977 Russian flu pandemic and the 2009 swine flu pandemic. It is an orthomyxoviru ...
pdm
swine influenza Swine influenza is an infection caused by any of several types of swine influenza viruses. Swine influenza virus (SIV) or swine-origin influenza virus (S-OIV) refers to any strain of the influenza family of viruses that is endemic in pigs. As ...
and
H5N1 Influenza A virus subtype H5N1 (A/H5N1) is a subtype of the influenza A virus which can cause illness in humans and many other animal species. A bird-adapted strain of H5N1, called HPAI A(H5N1) for highly pathogenic avian influenza virus of type ...
avian influenza Avian influenza, known informally as avian flu or bird flu, is a variety of influenza caused by viruses adapted to birds.
virus A virus is a submicroscopic infectious agent that replicates only inside the living cells of an organism. Viruses infect all life forms, from animals and plants to microorganisms, including bacteria and archaea. Since Dmitri Ivanovsk ...
. Their simulations suggested that drug resistance may arise from disruption of the binding process due to electrostatic attraction in charged
neuraminidase Exo-α-sialidase (EC 3.2.1.18, sialidase, neuraminidase; systematic name acetylneuraminyl hydrolase) is a glycoside hydrolase that cleaves the glycosidic linkages of neuraminic acids: : Hydrolysis of α-(2→3)-, α-(2→6)-, α-(2→8)- glyc ...
pathways, in addition to disruption of Tamiflu's pentyl sidegroup. In 2013, Schulten's group published a simulated structure of the
human immunodeficiency virus The human immunodeficiency viruses (HIV) are two species of ''Lentivirus'' (a subgroup of retrovirus) that infect humans. Over time, they cause acquired immunodeficiency syndrome (AIDS), a condition in which progressive failure of the immun ...
capsid A capsid is the protein shell of a virus, enclosing its genetic material. It consists of several oligomeric (repeating) structural subunits made of protein called protomers. The observable 3-dimensional morphological subunits, which may or ma ...
containing 64 million atoms, among the largest simulations reported, produced using the supercomputer
Blue Waters Blue Waters was a petascale supercomputer operated by the National Center for Supercomputing Applications (NCSA) at the University of Illinois at Urbana-Champaign. On August 8, 2007, the National Science Board approved a resolution which auth ...
. * As of 2015, the largest reported simulations involved a hundred million atoms. Schulten's team modeled the structure and function of a
Purple bacteria Purple bacteria or purple photosynthetic bacteria are Gram-negative proteobacteria that are phototrophic, capable of producing their own food via photosynthesis. They are pigmented with bacteriochlorophyll ''a'' or ''b'', together with various ...
's
chromatophore Chromatophores are cells that produce color, of which many types are pigment-containing cells, or groups of cells, found in a wide range of animals including amphibians, fish, reptiles, crustaceans and cephalopods. Mammals and birds, in contrast, ...
, one of the simplest living examples of
photosynthesis Photosynthesis is a process used by plants and other organisms to convert light energy into chemical energy that, through cellular respiration, can later be released to fuel the organism's activities. Some of this chemical energy is stored i ...
. Modeling the processes involved in converting sunlight into chemical energy meant representing 100 million atoms, 16,000 lipids, and 101 proteins, the contents of a tiny sphere-shaped organelle occupying just one percent of the cell's total volume. The team used the Titan supercomputer at the
Oak Ridge National Laboratory Oak Ridge National Laboratory (ORNL) is a U.S. multiprogram science and technology national laboratory sponsored by the U.S. Department of Energy (DOE) and administered, managed, and operated by UT–Battelle as a federally funded research an ...
in Tennessee. At his death Schulten was already planning simulations for the exa-scale Summit computer, expected to be built by 2018.


Awards and memberships

Schulten was a Fellow of the Biophysical Society (2012) and of the American Physical Society (1992). He received the Sidney Fernbach Award (with Laxmikant V. Kale) from the
IEEE Computer Society The Institute of Electrical and Electronics Engineers (IEEE) is a 501(c)(3) professional association for electronic engineering and electrical engineering (and associated disciplines) with its corporate office in New York City and its operation ...
in 2012. He received the Biophysical Society Distinguished Service Award for 2013, for "laying the groundwork for the realistic molecular dynamic simulations of biological macromolecules on time scales that match the physiological realm, and for making the methods and software openly available." He was the Biophysical Society National Lecturer in 2015, the highest form of recognition given by the society.


References

{{DEFAULTSORT:Schulten, Klaus 1947 births 2016 deaths American biophysicists Computational chemists Fellows of the American Physical Society German emigrants to the United States Harvard University alumni People from Recklinghausen University of Illinois Urbana-Champaign faculty University of Münster alumni