Evidence map›Paper›PMID 41503041›Full record

ArticleFrontiers in public health2025

PRAYAS: individual patient data meta-analysis database for Pooled Research and Analysis for Yielding Anemia-free Solutions in India.

Anuj Kumar Pandey, Anju Pradhan Sinha, Ramu Rawat, Ranadip Chowdhury, Shivaprasad S Goudar, Jitender Nagpal, Shrey Desai, Avula Laxmaiah, Kalpana Basany, Sadhana Joshi and 92 more

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Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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2 · The registry

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5 · Who and what money

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102 authors.

Anuj Kumar PandeyDepartment of Health Systems and Implementation Research, International Institute of Health Management Research, New Delhi, India.
Anju Pradhan SinhaIndian Council for Medical Research, New Delhi, India.
Ramu RawatCentre for Public Health Kinetics, New Delhi, India.
Ranadip ChowdhurySociety for Applied Studies, New Delhi, India.
Shivaprasad S GoudarJ N Medical College, KLE Academy of Higher Education and Research, Belagavi, Karnataka, India.
Jitender NagpalSitaram Bhartia Institute of Science and Research New Delhi (SBISR), New Delhi, India.
Shrey DesaiSociety for Education, Welfare and Action-Rural, Bharuch, India.
Avula LaxmaiahICMR-National Institute of Nutrition, Hyderabad, India.
Kalpana BasanySHARE India, MediCiti Institute of Medical Sciences, Hyderabad, India.
Sadhana JoshiInteractive Research School for Health Affairs, Bharati Vidyapeeth Deemed to be University, Pune, India.
Chittaranjan YajnikKEM Hospital Research Centre, Pune, India.
Aparna MukherjeeIndian Council for Medical Research, New Delhi, India.
Pratibha DwarkanathSt. John's Research Institute, Bangalore, India.
Priyanka Gupta BansalIndian Council for Medical Research, New Delhi, India.
Molly JacobChristian Medical College, Vellore, India.
Shinjini BhatnagarTranslational Health Science and Technology Institute, Faridabad, Haryana, India.
Komal ShahIndian Institute of Public Health Gandhinagar, Gandhinagar, India.
Debarati MukherjeePublic Health Foundation of India, Bangalore, India.
Amlin ShuklaIndian Council for Medical Research, New Delhi, India.
Raghu PullakhandamICMR-National Institute of Nutrition, Hyderabad, India.
Varsha DhurdeLata Medical Research Foundation, Nagpur, India.
Aditi ApteVadu Rural Health Program, KEM Hospital Research Centre, Pune, India.
Rajeev SinghICMR-Regional Medical Research Centre, Gorakhpur, India.
Aakriti GuptaAll India Institute of Medical Sciences, New Delhi, India.
Yamini PriyankaIndian Council for Medical Research, New Delhi, India.
Usha DhingraCentre for Public Health Kinetics, New Delhi, India.
Ravi Prakash UpadhyaySociety for Applied Studies, New Delhi, India.
Sutapa Bandyopadhyay NeogiDepartment of Health Systems and Implementation Research, International Institute of Health Management Research, New Delhi, India.
Manjunath S SomannavarJ N Medical College, KLE Academy of Higher Education and Research, Belagavi, Karnataka, India.
Anirban MandalSitaram Bhartia Institute of Science and Research New Delhi (SBISR), New Delhi, India.
Gayatri DesaiSociety for Education, Welfare and Action-Rural, Bharuch, India.
Shantanu SenguptaCouncil of Scientific and Industrial Research-Institute of Genomics and Integrative Biology (CSIR-IGIB), New Delhi, India.
Shailendra DandgeSHARE India, MediCiti Institute of Medical Sciences, Hyderabad, India.
Girija WaghBharati Hospital and Research Centre, Pune, India.
Urmila DeshmukhKEM Hospital Research Centre, Pune, India.
Gunjan KumarIndian Council for Medical Research, New Delhi, India.
Anura V KurpadSt. John's Research Institute, Bangalore, India.
G S TotejaIndian Council for Medical Research, New Delhi, India.
Nikhitha Mariya JohnChristian Medical College, Vellore, India.
Shailaja SoporyTranslational Health Science and Technology Institute, Faridabad, Haryana, India.
Somen SahaIndian Institute of Public Health Gandhinagar, Gandhinagar, India.
Giridhar R BabuDepartment of Population Medicine, College of Medicine, QU Health, Qatar University, Doha, Qatar.
Anandika SuryavanshiIndian Council for Medical Research, New Delhi, India.
Ravindranadh PalikaICMR-National Institute of Nutrition, Hyderabad, India.
Archana PatelLata Medical Research Foundation, Nagpur, India.
Radhika NimkarVadu Rural Health Program, KEM Hospital Research Centre, Pune, India.
Gaurav Raj DwivediICMR-Regional Medical Research Centre, Gorakhpur, India.
Umesh KapilAll India Institute of Medical Sciences, New Delhi, India.
Dilip RajaIndian Council for Medical Research, New Delhi, India.
Arup DuttaCentre for Public Health Kinetics, New Delhi, India.
Sunita TanejaSociety for Applied Studies, New Delhi, India.
Diksha GautamDepartment of Health Systems and Implementation Research, International Institute of Health Management Research, New Delhi, India.
Avinash KaviJ N Medical College, KLE Academy of Higher Education and Research, Belagavi, Karnataka, India.
Swapnil RawatSitaram Bhartia Institute of Science and Research New Delhi (SBISR), New Delhi, India.
Kapilkumar DaveSociety for Education, Welfare and Action-Rural, Bharuch, India.
Rajiva RamanBanaras Hindu University (BHU), Varanasi, India.
Catherine L HaggertySchool of Public Health, University of Pittsburgh, Pittsburgh, PA, United States.
Sanjay LalwaniBharati Hospital and Research Centre, Pune, India.
Prachi PhadkeKEM Hospital Research Centre, Pune, India.
Alka TurukIndian Council for Medical Research, New Delhi, India.
Tinku ThomasSt. John's Research Institute, Bangalore, India.
Neena BhatiaLady Irwin College, New Delhi, India.
Manisha Madai BeckChristian Medical College, Vellore, India.
Lovejeet KaurTranslational Health Science and Technology Institute, Faridabad, Haryana, India.
Aakansha ShuklaIndian Institute of Public Health Gandhinagar, Gandhinagar, India.
R DeepaPublic Health Foundation of India, Bangalore, India.
Lindsey M LocksDepartment of Health Sciences, Boston University, Boston, MA, United States.
Dhiraj Motilal AgarwalVadu Rural Health Program, KEM Hospital Research Centre, Pune, India.
Raja Sriswan MamidiICMR-National Institute of Nutrition, Hyderabad, India.
Harshpal Singh SachdevSitaram Bhartia Institute of Science and Research New Delhi (SBISR), New Delhi, India.
Rounik TalukdarAhmedabad University, Ahmedabad, Gujarat, India.
Sayan DasCentre for Public Health Kinetics, New Delhi, India.
Nita BhandariSociety for Applied Studies, New Delhi, India.
Ranjana SinghIndian Institute of Public Health, Delhi, India.
S YogeshkumarJ N Medical College, KLE Academy of Higher Education and Research, Belagavi, Karnataka, India.
Ramasheesh YadavSitaram Bhartia Institute of Science and Research New Delhi (SBISR), New Delhi, India.
P S ReddySchool of Public Health, University of Pittsburgh, Pittsburgh, PA, United States.
Sanjay GupteGupte Hospital and Research Centre, Pune, India.
S Rasika LadkatKEM Hospital Research Centre, Pune, India.
Zaozianlungliu GonmeiIndian Council for Medical Research, New Delhi, India.
Swati RathoreChristian Medical College, Vellore, India.
Dharmendra SharmaTranslational Health Science and Technology Institute, Faridabad, Haryana, India.
Apurvakumar PandyaIndian Institute of Public Health Gandhinagar, Gandhinagar, India.
Yamuna AnaPublic Health Foundation of India, Bangalore, India.
Patricia HibberdBoston University School of Medicine, Corsstown, Boston, MA, United States.
Himangi LubreeVadu Rural Health Program, KEM Hospital Research Centre, Pune, India.
Anwar Basha DudekulaICMR-National Institute of Nutrition, Hyderabad, India.
Priti Rishi LalAll India Institute of Medical Sciences, New Delhi, India.
Pearlin Amaan KhanIndian Council for Medical Research, New Delhi, India.
Aruna VermaLLRM Medical College, Meerut, Uttar Pradesh, India.
Umesh S CharantimathJ N Medical College, KLE Academy of Higher Education and Research, Belagavi, Karnataka, India.
Indrapal I MeshramICMR-National Institute of Nutrition, Hyderabad, India.
Karuna RandhirInteractive Research School for Health Affairs, Bharati Vidyapeeth Deemed to be University, Pune, India.
Onkar DeshmukhKEM Hospital Research Centre, Pune, India.
Ashok Kumar RoyIndian Council for Medical Research, New Delhi, India.
Obed JohnChristian Medical College, Vellore, India.
Nolita Dolcy SaldanhaAvon and Wiltshire Mental Health Partnership NHS Trust, Bath, United Kingdom.
Ashish BavdekarVadu Rural Health Program, KEM Hospital Research Centre, Pune, India.
Raj KumarBRD Medical College, Gorakhpur, Uttar Pradesh, India.
Shyam PrakashAll India Institute of Medical Sciences, New Delhi, India.
Wafaie W FawziBRD Medical College, Gorakhpur, Uttar Pradesh, India.
Sunil SazawalCentre for Public Health Kinetics, New Delhi, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: The PRAYAS Individual Patient Data Meta-analysis (IPD-MA) database aims to estimate the prevalence of anemia among children under 18 years, non-pregnant and non-lactating (NPNL) women, and pregnant women (by trimester), with further stratification by age group, year, and region of India. Beyond prevalence, it seeks to address the etiological contribution of iron and other erythropoietic micronutrient deficiencies and to evaluate the effectiveness of anemia prevention and treatment interventions, including factors associated with non-response. This will directly support India's "test-treat-track" approach under the Anemia Mukt Bharat program. Participants: Children (0-18 years), pregnant women, and NPNL women in India. Findings to date: The database currently includes 88 datasets (1994-2023), with 319,721 participants for prevalence analysis-children (19,762), NPNL women (17,883), and pregnant women (282,076). Intervention studies comprise 59,292 participants-children (13,435), NPNL women (11,594), and pregnant women (34,263). Over half the datasets (55.7%, 49/88) are randomized controlled trials, while 35.2% (31/88) are observational. Geographically, 43.2% (38/88) are from northern India, 22.7% (20/88) from the west, and 18.2% (16/88) from the south. Most studies (67%, 59/88) are community-based. Median ages were 26 years (IQR 23-32) for NPNL and 23 years (IQR 21-25) for pregnant women, while children's data covered 6 months to 18 years. Mean gestational age at enrollment in pregnancy was 10.24 weeks (SD 17.65). Of the total sample, 10.8% had complete blood count data, 9% ferritin, and 4.5% vitamin B12.Among interventions, pregnant women received intravenous iron sucrose, ferric carboxymaltose, iron isomaltoside, combined IV iron with vitamin B12/folic acid/niacinamide, integrated packages, and low-dose calcium supplementation. NPNL women were often part of trials comparing 60 mg daily ferrous sulfate with 120 mg on alternate days. Children's interventions mainly included ferrous sulfate, food supplementation, and select Ayush-based approaches. Future plans: PRAYAS will generate robust, policy-relevant evidence to refine anemia prevention and treatment strategies. Findings will directly inform the Anemia Mukt Bharat program, supporting targeted, evidence-driven interventions to reduce anemia and associated health burdens across children, women, and pregnant populations in India. Clinical Trial Registration: OSF-https://doi.org/10.17605/OSF.IO/6YRXF.

Indexed as

AnemiaAnemia, Iron-DeficiencyDatabases, FactualAdolescentAdultChildChild, PreschoolFemaleHumansIndiaInfantInfant, NewbornMalePregnancyPrevalenceanemiainterventioniron-deficiencypublic policy and governancesustainable development goals

Identifiers

PMID41503041
PMCPMC12771771

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