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Big Data may help get new clues to Alzheimer’s

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Alzheimer

[vc_row][vc_column][vc_column_text]By Dinesh C Sharma

Despite rapid developments in medicine, early detection of neurodegenerative disorders remains a challenge. Now a group of Indian researchers has sought to apply Big Data analytics to hunt for early signatures of the Alzheimer’s.

Researchers at the National Brain Research Centre (NBRC), Manesar, have developed a Big Data Analytics framework that will use non-invasive imaging and other test data to look for early diagnostic biomarkers of the Alzheimer’s disease.

The data framework, based on open source data software platform called Hadoop, integrates data from brain scans in the form of non-invasive tests – magnetic resonance imaging (MRI), magnetic resonance spectroscopy (MRS) as well as neuropsychological test results. The framework deploys data mining, machine learning and statistical modeling algorithms.

“With this Big Data Analytics Framework, we are trying to address three Vs – volume, variety and velocity. Each brain scan using MRI or MRS yields enormous amounts of data and it is not manually feasible to study data from multiple patients to see if any patterns are emerging. Machine learning can help us do this fast,” explained Dr Pravat Kumar Mandal, a lead scientist of the research team, while speaking to India Science Wire.

Researchers used data about various features of the brain – structural, neurochemical and behavioural – collected through MRI, MRS and neuropsychological scores respectively. These features are identified and classified into groups for arriving at diagnosis by clinicians. The new framework is multi-modalities-based decision framework for classification of early Alzheimer’s, scientists have noted in their study published in journal Frontiers in Neurology. The model has been named BHARAT and has been tested with brain scans of Indians.

The data analytics framework integrates structured and unstructured data organization, storage, processing, and is capable of analysing vast volume of complex data. It makes use of data organization, parallel computing, distributed storage techniques, besides machine learning algorithms for fast and scalable data processing. It is multi-modal meaning it can classify between healthy old persons, those with mild cognitive impairment and patients of Alzheimer’s.

“Other such big data tools for early diagnostics are only based on MRI images of patients. Our model incorporates neurochemical-like antioxidant glutathione depletion analysis from brain hippocampal regions. This data is extremely sensitive and specific. This makes our framework close to the disease process and presents a realistic approach,” said Dr Mandal.

The research team included Dr Mandal, Dr Deepika Shukla, Ankita Sharma and Tripti Goel. The study was supported by the Ministry of Department of Science and Technology. (India Science Wire)[/vc_column_text][/vc_column][/vc_row]

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NASA astronauts Sunita Williams, Nick Hague step outside spacecraft after 7 months

Williams’ extensive experience continues to shine during these demanding missions, highlighting the resilience and skill required for space exploration.

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NASA astronauts Sunita Williams and Nick Hague stepped outside the International Space Station (ISS) today for a vital mission, marking Williams’ eighth spacewalk and Hague’s fourth. Their objective focused on essential repairs, showcasing their expertise and commitment to the job.

The spacewalk, designated US Spacewalk 91, took place on January 16, 2025. This was Williams’ first spacewalk in 12 years, while Hague added a fourth accomplishment to his impressive track record. Together, they initiated a six-and-a-half-hour operation aimed at repairing critical systems on the ISS.

Their tasks included maintaining equipment for the station’s orientation, upgrading the Neutron Star Interior Composition ExploreR (NICER) telescope, and replacing a reflector on a docking adapter, as well as preparing tools for future work on the ISS. Williams, an accomplished astronaut, expressed her enthusiasm as she exited the station by radioing, “I’m coming out,” signalling her return to spacewalking duties.

Williams and her fellow astronaut Butch Wilmore were initially scheduled to return in June 2024 after a week-long mission aboard Boeing’s Starliner, but technical issues with the spacecraft forced an extended stay. NASA has since rescheduled their return for March or April. Additionally, safety concerns related to SpaceX’s Crew-10 mission have further delayed their plans. Nevertheless, the astronauts have adjusted well to life aboard the ISS.

NASA’s Flight Director, Nicole McElroy, commended the crew for their thorough preparations for the spacewalks. “The crew has studied the tasks and is fully ready,” McElroy noted.

https://twitter.com/Space_Station/status/1879916338527002938

Williams will join Wilmore for another spacewalk next week, where they will focus on removing an antenna assembly and collecting surface samples to study microorganisms on the station’s exterior. They will also prepare a spare elbow joint for the Canadarm2 robotic arm. NASA emphasizes that these activities are crucial for the upkeep of the station, with each spacewalk anticipated to last around six and a half hours.

Williams’ extensive experience continues to shine during these demanding missions, highlighting the resilience and skill required for space exploration.

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ISRO successfully completes SpaDeX docking experiment, joins global elite in space technology

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ISRO SpaDeX mission demonstrating satellite docking for India’s space station

The Indian Space Research Organisation (ISRO) has successfully conducted the SpaDeX docking experiment, marking a significant advancement in India’s space capabilities. Early on Thursday, January 16, 2025, ISRO joined the ranks of the USA, Russia, and China by mastering the complex technology required for spacecraft docking in orbit.

Launched on December 30, 2024, by the PSLV C60, the two satellites involved in the experiment, SDX01 (Chaser) and SDX02 (Target), reached their designated positions and executed a flawless docking maneuver. This operation was closely monitored by the team at ISRO’s Mission Operations Complex (MOX) at the Telemetry, Tracking, and Command Network (ISTRAC).

Celebrating this achievement, ISRO shared on social media, “Docking Success Spacecraft docking successfully completed! A historic moment. India became the 4th country to achieve successful space docking. Congratulations to the entire team!”

Following the successful docking, ISRO has maintained control over the newly unified satellite structure and plans to conduct undocking and power transfer tests in the forthcoming days. This mission, beyond its immediate success, aims to lay the groundwork for more ambitious endeavors such as manned lunar missions, sample returns from the moon, and potentially an Indian Space Station.

The SpaDeX mission also serves as a demonstration of vital technologies like electrical power transfer between docked spacecraft, which will be crucial for future in-space robotic operations and composite spacecraft management post-undocking.

ISRO stated that the next steps involve validating the docking process through ground simulations and ensuring the mission’s objectives continue smoothly with subsequent experiments planned over the mission’s expected life span of up to two years.

This milestone not only demonstrates ISRO’s growing capabilities in space technology but also promises to bolster India’s position in future international space exploration initiatives.

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SpaDeX Mission: A key milestone in India’s path to the Bharatiya Antriksh Station

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ISRO SpaDeX mission demonstrating satellite docking for India’s space station

In a historic step towards establishing its own space station, the Indian Space Research Organisation (ISRO) launched the Space Docking Experiment (SpaDeX) from Sriharikota on December 30, 2024. This groundbreaking mission aims to demonstrate India’s capability to dock two satellites in orbit, a feat achieved so far only by the United States, Russia, and China.

The SpaDeX mission, executed aboard the reliable PSLV-C60 rocket, successfully deployed two spacecraft, SDX01 and SDX02, into a low-Earth orbit approximately 475 kilometers above Earth. Over the following days, these satellites, designated as the “Chaser” and the “Target,” will perform precise maneuvers for docking, undocking, and interlocking, with real-time control by ISRO scientists in Bengaluru.

A leap towards Bharatiya Antriksh Station

SpaDeX is integral to India’s ambitious space station project, the Bharatiya Antriksh Station, slated for completion by 2035. The mission marks a significant step in developing technologies for rendezvous and docking, essential for constructing and operating a space station.

Currently, only two space stations exist—the International Space Station (ISS), a collaboration between NASA, Roscosmos, and ESA, and China’s Tiangong Space Station. With Bharatiya Antriksh Station, India aspires to join this elite league.

Critical objectives of SpaDeX

The primary goals of SpaDeX include:

  1. Demonstrating docking technology to ensure seamless interlocking and pressure checks between spacecraft.
  2. Electric power transfer between docked spacecraft, paving the way for advanced in-space operations.
  3. Composite spacecraft control, enabling remote and automated management from mission control.
  4. Payload experiments post-undocking, ensuring optimal utilization of resources.

These advancements will also enhance the docking capability of India’s Reusable Launch Vehicle (RLV), akin to NASA’s space shuttles, for future missions.

Microgravity experiments with POEM-4

In tandem with SpaDeX, ISRO is conducting microgravity experiments using the PSLV’s fourth stage, termed POEM-4 (PSLV Orbital Experimental Module-4). This platform hosts 24 payloads, including a robotic arm to simulate debris capture—a crucial capability for future space station operations.

The microgravity experiments will benefit academia, startups, and ISRO’s own research centers, providing invaluable insights for extended-duration missions.

Inspiration from “Interstellar”

Docking in space is a complex maneuver, vividly dramatized in the sci-fi film Interstellar. Similar to the movie’s high-stakes scenario, ISRO’s mission involves the Chaser spacecraft approaching and interlocking with the Target while both orbit Earth at high speeds.

Pioneering India’s space future

The SpaDeX mission is not just a technological milestone but a testament to India’s growing prowess in space exploration. If successful, it will cement India’s position as a leader in cutting-edge space technology, bringing the nation closer to realizing its space station dream.

By leveraging such innovations, ISRO continues to push boundaries, inspiring the next generation of scientists and contributing to global advancements in space research.

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