IIT Guwahati develops multi-stage medical trial technique for personalised medical care – ET HealthWorld

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<figure class="img_container" style="float:left;margin-right:10px;width:350px;;margin-bottom:5px;max-width:100%;"><img width="590" height="442" class="unveil" loading="eager" style="width:100%;max-height:100%" src="https://img.etb2bimg.com/files/cp/upload-1716881542-ethealthworld.webp" data-src="https://etimg.etb2bimg.com/photo/117898853.cms" captionrendered="1" alt=""><figcaption class="caption"><span></span></figcaption></figure>Guwahati: Researchers at the Indian Institute of Technology, Guwahati, in partnership with leading institutions around the world, have devised an innovative <a id="25298976" type="General" weightage="20" keywordseo="multi-stage-clinical-trial" source="keywords" class="news-keywords" href="/tag/multi-stage+clinical+trial">multi-stage clinical trial</a> method that aims to revolutionise personalised medical care.<br><br>This cutting-edge approach customises treatment regimens in real time based on each patient’s individual responses during trials, resulting in highly customised and effective healthcare solutions, as per the press release. <br><br><!– PROMOSLOT_M –>The research aims to enhance patient-specific treatment plans, improve outcomes, reduce trial-and-error in medication, and foster a more efficient, personalised healthcare approach<br><br><!– PROMOSLOT –>The research, conducted in partnership with Duke-NUS Medical School, the National University of Singapore, Singapore, and the University of Michigan, USA, focuses on <a id="25298977" type="General" weightage="20" keywordseo="Dynamic-Treatment-Regimes" source="keywords" class="news-keywords" href="/tag/dynamic+treatment+regimes">Dynamic Treatment Regimes</a> (DTRs) designed through Sequential Multiple Assignment Randomised Trials (SMARTs).<br><br><!– PROMOSLOT_M –>Together, these frameworks tackle the critical challenge of optimising treatment strategies, a sequence of treatments, for patients with varying responses to therapies over time. <br><br>DTRs are advanced decision rules that adapt treatments dynamically as a patient’s condition evolves. For example, if a diabetes patient does not respond well to an initial medication, the DTR might recommend switching drugs or combining therapies. By incorporating intermediate outcomes, such as changes in blood sugar levels, DTRs move beyond the one-size-fits-all model, tailoring care to individual progress and needs.<br><br><!– PROMOSLOT_M –><!– PROMOSLOT –>Multi-stage <a id="20214537" type="General" weightage="100" keywordseo="clinical-trials" source="keywords" class="news-keywords" href="/tag/clinical+trials">clinical trials</a> are essential for developing effective DTRs, and SMART methodology enables researchers to test various treatment sequences to find the best fit for each patient. Unlike traditional trials, SMART involves multiple stages of treatment, where patients are reassigned based on their responses to earlier interventions.<br><br>Traditional <a id="25298979" type="General" weightage="20" keywordseo="SMART-trials" source="keywords" class="news-keywords" href="/tag/smart+trials">SMART trials</a> assign patients to treatment arms in equal numbers, even when some treatments prove less effective, based on interim data. This often leads to unnecessary treatment failures. Dr Palash Ghosh and his team have developed an <a id="25298978" type="General" weightage="20" keywordseo="adaptive-randomisation-method" source="keywords" class="news-keywords" href="/tag/adaptive+randomisation+method">adaptive randomisation method</a> that dynamically assigns patients to treatment arms based on real-time trial data by optimally changing the patient allocation ratios in favour of a better-performing treatment sequence at that point time of the trial. <br><br><!– PROMOSLOT_M –><!– PROMOSLOT –>This innovation ensures that more patients receive effective treatments while maintaining scientific rigour. By focusing on both short-term and long-term outcomes, the method improves the entire treatment process, reducing failures and enhancing patient care.<br><br>Speaking about the research Dr. Palash Ghosh, Assistant Professor, Department of Mathematics, <a id="20040746" type="General" weightage="20" keywordseo="IIT-Guwahati" source="keywords" meta.keywordsubtype="org" meta.entityname="IIT Guwahati" meta.hostid="266" meta.entityid="IIT Guwahati" class="news-keywords" href="/tag/iit+guwahati">IIT Guwahati</a>, said in a statement, "Adaptive designs like this would encourage more patient participation in clinical trials like SMART. When patients see they are receiving treatments tailored to their needs, they are more likely to stay engaged. This approach also has vast potential for <a id="22478995" type="General" weightage="20" keywordseo="public-health-interventions" source="keywords" class="news-keywords" href="/tag/public+health+interventions">public health interventions</a>, such as tailoring substance abuse recovery plans to individual needs as well as in other chronic diseases."<br><br><!– PROMOSLOT_M –><!– PROMOSLOT –>The findings of this research have been published in the esteemed journal Biometrics in a paper coauthored by Dr Palash Ghosh, along with his research scholar Rik Ghosh from IIT Guwahati, Dr Bibhas Chakraborty from Duke-NUS Medical School, National University of Singapore, along with Dr Inbal Nahum-Shand Dr Megan E. Patrick, from the University of Michigan.<br><br>This new adaptive multi-stage clinical trial method represents a major stride toward more effective, <a id="24891992" type="General" weightage="20" keywordseo="patient-centric-healthcare" source="keywords" class="news-keywords" href="/tag/patient-centric+healthcare">patient-centric healthcare</a>, potentially transforming public health interventions and advancing the global pursuit of personalised medicine. As a next step, the research team is collaborating with Indian medical institutions to conduct SMART trials for the effective management of mental health issues using traditional Indian medicines, as per the press release. (ANI)<br></body>","next_sibling":[{"msid":117884413,"title":"New regional wellness center and reference laboratory opened in Thiruvananthapuram","entity_type":"ARTICLE","link":"/news/diagnostics/new-regional-wellness-center-and-reference-laboratory-opened-in-thiruvananthapuram/117884413","link_next_mobile":"/news/diagnostics/new-regional-wellness-center-and-reference-laboratory-opened-in-thiruvananthapuram/117884413?next=1","category_name":null,"category_name_seo":"diagnostics"}],"related_content":[],"seoschemas":false,"social_share":{"fb":"/information/diagnostics/iit-guwahati-develops-multi-stage-clinical-trial-method-for-personalised-medical-care/117898837?utm_source=fb&utm_medium={{DEVICE_TYPE}}","x":"/information/diagnostics/iit-guwahati-develops-multi-stage-clinical-trial-method-for-personalised-medical-care/117898837?utm_source=twitter&utm_medium={{DEVICE_TYPE}}","whatsapp":"/information/diagnostics/iit-guwahati-develops-multi-stage-clinical-trial-method-for-personalised-medical-care/117898837?utm_source=wapp&utm_medium={{DEVICE_TYPE}}","linkdin":"/information/diagnostics/iit-guwahati-develops-multi-stage-clinical-trial-method-for-personalised-medical-care/117898837?utm_source=linkedin&utm_medium={{DEVICE_TYPE}}","telegram":"/information/diagnostics/iit-guwahati-develops-multi-stage-clinical-trial-method-for-personalised-medical-care/117898837?utm_source=telegram&utm_medium={{DEVICE_TYPE}}","copy":"/information/diagnostics/iit-guwahati-develops-multi-stage-clinical-trial-method-for-personalised-medical-care/117898837?utm_source=copy&utm_medium={{DEVICE_TYPE}}"},"cat_msid":44909138,"cat_sub_msid":false,"msid":117898837,"entity_type":"ARTICLE","title":"IIT Guwahati develops multi-stage medical trial technique for personalised medical care","synopsis":"This cutting-edge method customises remedy regimens in actual time based mostly on every affected person’s particular person responses throughout trials, leading to extremely customised and efficient healthcare options, as per the press launch.","titleseo":"diagnostics/iit-guwahati-develops-multi-stage-clinical-trial-method-for-personalised-medical-care","standing":"ACTIVE","authors":[],"analytics":{"feedback":0,"views":198,"shares":0,"engagementtimems":883000},"Alttitle":{"minfo":""},"next_promo_stories":[{"id":"117674599","type":"next_article"}],"artag":"ANI","artdate":"2025-02-04 06:42:43","lastupd":"2025-02-04 06:58:26","breadcrumbTags":["clinical trials","IIT Guwahati","multi-stage clinical trial","Dynamic Treatment Regimes","adaptive randomisation method","patient-centric healthcare","SMART trials","public health interventions"],"secinfo":{"seolocation":"diagnostics/iit-guwahati-develops-multi-stage-clinical-trial-method-for-personalised-medical-care"}}” data-type=”information” id=”news_dtl_117898837″ page-title=”IIT Guwahati develops multi-stage medical trial technique for personalised medical care”>

This cutting-edge method customises remedy regimens in actual time based mostly on every affected person’s particular person responses throughout trials, leading to extremely customised and efficient healthcare options, as per the press launch.

  • Up to date On Feb 4, 2025 at 06:58 AM IST


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Guwahati: Researchers on the Indian Institute of Know-how, Guwahati, in partnership with main establishments all over the world, have devised an modern <a id=” captionrendered=”1″ data-src=”https://etimg.etb2bimg.com/photograph/117898853.cms” top=”442″ href=”/tag/multi-stage+medical+trial” keywordseo=”multi-stage-clinical-trial” loading=”keen” supply=”key phrases” src=”https://img.etb2bimg.com/information/cp/upload-1716881542-ethealthworld.webp” sort=”Normal” weightage=”20″ width=”590″>multi-stage medical trial technique that goals to revolutionise personalised medical care.

This cutting-edge method customises remedy regimens in actual time based mostly on every affected person’s particular person responses throughout trials, leading to extremely customised and efficient healthcare options, as per the press launch.

The analysis goals to boost patient-specific remedy plans, enhance outcomes, scale back trial-and-error in treatment, and foster a extra environment friendly, personalised healthcare method

The analysis, carried out in partnership with Duke-NUS Medical College, the Nationwide College of Singapore, Singapore, and the College of Michigan, USA, focuses on Dynamic Treatment Regimes (DTRs) designed by means of Sequential A number of Task Randomised Trials (SMARTs).

Collectively, these frameworks sort out the important problem of optimising remedy methods, a sequence of therapies, for sufferers with various responses to therapies over time.

DTRs are superior determination guidelines that adapt therapies dynamically as a affected person’s situation evolves. For instance, if a diabetes affected person doesn’t reply properly to an preliminary treatment, the DTR may suggest switching medication or combining therapies. By incorporating intermediate outcomes, resembling adjustments in blood sugar ranges, DTRs transfer past the one-size-fits-all mannequin, tailoring care to particular person progress and desires.

Multi-stage clinical trials are important for creating efficient DTRs, and SMART methodology permits researchers to check varied remedy sequences to seek out the perfect match for every affected person. In contrast to conventional trials, SMART entails a number of levels of remedy, the place sufferers are reassigned based mostly on their responses to earlier interventions.

Conventional SMART trials assign sufferers to remedy arms in equal numbers, even when some therapies show much less efficient, based mostly on interim information. This usually results in pointless remedy failures. Dr Palash Ghosh and his crew have developed an adaptive randomisation method that dynamically assigns sufferers to remedy arms based mostly on real-time trial information by optimally altering the affected person allocation ratios in favour of a better-performing remedy sequence at that time time of the trial.

This innovation ensures that extra sufferers obtain efficient therapies whereas sustaining scientific rigour. By specializing in each short-term and long-term outcomes, the tactic improves all the remedy course of, lowering failures and enhancing affected person care.

Talking in regards to the analysis Dr. Palash Ghosh, Assistant Professor, Division of Arithmetic, IIT Guwahati, stated in a press release, “Adaptive designs like this might encourage extra affected person participation in medical trials like SMART. When sufferers see they’re receiving therapies tailor-made to their wants, they’re extra prone to keep engaged. This method additionally has huge potential for public health interventions, resembling tailoring substance abuse restoration plans to particular person wants in addition to in different persistent illnesses.”

The findings of this analysis have been revealed within the esteemed journal Biometrics in a paper coauthored by Dr Palash Ghosh, alongside along with his analysis scholar Rik Ghosh from IIT Guwahati, Dr Bibhas Chakraborty from Duke-NUS Medical College, Nationwide College of Singapore, together with Dr Inbal Nahum-Shand Dr Megan E. Patrick, from the College of Michigan.

This new adaptive multi-stage medical trial technique represents a serious stride towards simpler, patient-centric healthcare, probably remodeling public well being interventions and advancing the worldwide pursuit of personalised medication. As a subsequent step, the analysis crew is collaborating with Indian medical establishments to conduct SMART trials for the efficient administration of psychological well being points utilizing conventional Indian medicines, as per the press launch. (ANI)

  • Revealed On Feb 4, 2025 at 06:42 AM IST

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