journal article·2025-06Open access

Mom and Baby Wellness with a Smart Lactation Pad: A Wearable Sensor‐Embedded Lactation Pad for on‐Body Quantification of Glucose in Breast Milk

Abdulrahman Al‐Shami, Haozheng Ma, Melissa Banks, Farbod Amirghasemi, Mona A Mohamed, Ali Soleimani, Sina Khazaee Nejad, Victor Ong, Alessandro Tasso, Alara Berkmen, Maral P. S. Mousavi

Advanced Functional Materials· Volume 35· Issue 26

Abstract

Abstract Wearable sensors are transforming healthcare by facilitating rapid, non‐invasive, on‐body biochemical analysis in biofluids such as sweat, tears, saliva, and blood, providing real‐time insights into health conditions. Despite extensive academic and industrial efforts in developing wearable devices, very few are tailored to meet women's health needs. None are specifically designed for measurements in human breast milk. Beyond being the optimal source of infant nutrition, milk serves as a rich biofluid containing potential biomarkers reflecting a mother's health as well. Analyzing the composition of milk offers valuable information for the health of the infant, and the mother. This work pioneers a wearable sensor embedded in a lactation pad for on‐body sampling of breast milk and continuous analysis of glucose levels in breast milk. Lactation pads are worn by most lactating individuals to absorb milk leakage during the day, and keep the cloth dry. In this work, by integrating microfluidic channels and electrochemical sensors in the lactation pad, milk sampling and analysis becomes part of an existing daily routine for the mother, posing no additional burden for milk sampling and analysis. The electrochemical sensors are developed using laser‐induced carbonization of polyimide thin films, allowing for development of flexible, low‐cost, and high‐surface area electrodes. Glucose sensing is done via an enzymatic membrane composed of glucose oxidase, glutaraldehyde, bovine serum albumin, and Nafion to achieve enhanced enzyme protection and extended biosensor shelf life and operation in milk. Notably, the wearable device demonstrates high accuracy (96.8 to 104.1%) in measurement of glucose in whole undiluted human milk, collected 1st, 6th, and 12th months postpartum. This innovative smart lactation pad empowers mothers to track their babies' glucose intake and potentially identify early signs of health concerns.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Infant Nutrition and Health · Mobile Health and mHealth Applications · Biosensors and Analytical Detection

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Alfred E. Mann Department of Biomedical Engineering University of Southern California 1042 Downey Way Los Angeles CA 90089 USA

Funding

University of Southern California · National Institutes of Health · Women in Science and Engineering, University of Southern California

References (100+)

Show source-provided references
1. 10.1079/PHN200578810.1079/PHN2005788 ↗
2. R.Kumar S.Kumar S. S.Kanwar inBiomedical Perspectives of Herbal Honey Springer 2024 pp.1–17.10.1007/978-981-97-1529-9_1 ↗
3. 10.1186/1743-7075-9-6110.1186/1743-7075-9-61 ↗
4. 10.1016/bs.agron.2015.12.00310.1016/bs.agron.2015.12.003 ↗
5. 10.1007/s12603-011-0081-x10.1007/s12603-011-0081-x ↗
6. 10.3390/nu903027410.3390/nu9030274 ↗
7. 10.1007/s10903-023-01512-210.1007/s10903-023-01512-2 ↗
8. Magesh P. · IJO‐International Journal of Social Science and Humanities Research (ISSN 2811‐2466) · 2022 · 5 · 01
9. 10.1080/23794925.2021.187534210.1080/23794925.2021.1875342 ↗
10. I. Y.Fakolujo O. M.Gbadeyan F. A.Ibrahim J. O.Oladele A. T.Oladiji inNutrition and Diet in Health CRC Press 2024 pp.169–180.10.1201/9781003361497-14 ↗
11. G.Ede Change Your Diet Change Your Mind: A Powerful Plan to Improve Mood Overcome Anxiety and Protect Memory for a Lifetime of Optimal Mental Health Balance 2024.
12. 10.3390/foods1311161010.3390/foods13111610 ↗
13. Haider R. · Int. J. Integr. Sci. · 2024 · 3 · 69
14. D.Sandua MIND‐BODY CONNECTION: THE IMPACT OF NUTRITION ON MENTAL HEALTH 2023.
15. 10.2174/157340131966623081812264010.2174/1573401319666230818122640 ↗
16. Ekpo U. U. · J Neuro Behav Sci. · 2023 · 10 · 86
17. B. R.Rane R. R.Patil A. S.Jain R. K.Keservani R. K.Kesharwani inNutraceuticals and Functional Foods in Immunomodulators Springer 2023 pp.155–192.10.1007/978-981-19-2507-8_7 ↗
18. 10.21037/jtd.2018.02.6610.21037/jtd.2018.02.66 ↗
19. 10.2174/157340131966623042009460310.2174/1573401319666230420094603 ↗
20. 10.1007/978-3-319-43153-6_1710.1007/978-3-319-43153-6_17 ↗
21. Anatolitou F. · Journal of Pediatric and Neonatal Individualized Medicine (JPNIM) · 2012 · 1 · 11
22. 10.22543/7674.52.P15115710.22543/7674.52.P151157 ↗
23. Leung A. K. · J. Natl. Med. Assoc. · 2005 · 97 · 1010
24. Zhang M. · J. Agric. Food Chem. · 2024
25. 10.1136/archdischild-2012-30358210.1136/archdischild-2012-303582 ↗
26. 10.1016/j.pcl.2012.09.01010.1016/j.pcl.2012.09.010 ↗
27. 10.3390/nu1311372410.3390/nu13113724 ↗
28. 10.1038/s41372-022-01492-510.1038/s41372-022-01492-5 ↗
29. 10.3389/fnut.2020.0005410.3389/fnut.2020.00054 ↗
30. 10.3945/ajcn.113.07259510.3945/ajcn.113.072595 ↗
31. Fda permits marketing of a diagnostic test to aid in measuring nutrients in breast milk https://www.fda.gov/news‐events/press‐announcements/fda‐permits‐marketing‐diagnostic‐test‐aid‐measuring‐nutrients‐breast‐milk (accessed: May 2024).
32. 10.1093/cdn/nzz11610.1093/cdn/nzz116 ↗
33. Lactationlab https://lactationlab.com/ (accessed: May 2024).
34. Milkify Nutritional Analysis https://milkify.me/products/nutritional‐analysis (accessed: July 2024).
35. 10.1542/peds.101.5.e210.1542/peds.101.5.e2 ↗
36. 10.1038/s41390-023-02848-z10.1038/s41390-023-02848-z ↗
37. UpSpring Milkscreen https://myupspring.com/products/milkscreen?bvstate=pg:2/ct:r (accessed: July 2024).
38. Frida Breastmilk Alcohol Detection Test Strips https://frida.com/products/breastmilk‐alcohol‐detection‐test‐strips (accessed: July 2024).
39. 10.1038/icb.1981.610.1038/icb.1981.6 ↗
40. 10.1002/adfm.20200808710.1002/adfm.202008087 ↗
41. 10.1002/adfm.20180168310.1002/adfm.201801683 ↗
42. 10.1016/j.cmpb.2021.10654110.1016/j.cmpb.2021.106541 ↗
43. 10.1007/s44174-022-00002-710.1007/s44174-022-00002-7 ↗
44. J. K.Sommer inSmart Clothes and Wearable Technology Elsevier 2023 pp.67–80.10.1016/B978-0-12-819526-0.00010-2 ↗
45. 10.1002/adfm.20211102210.1002/adfm.202111022 ↗
46. 10.1002/adfm.20200570310.1002/adfm.202005703 ↗
47. 10.1002/adfm.20220879210.1002/adfm.202208792 ↗
48. 10.1016/j.ijmedinf.2023.10521810.1016/j.ijmedinf.2023.105218 ↗
49. 10.1002/adfm.20130387410.1002/adfm.201303874 ↗
50. 10.1002/adfm.20190537510.1002/adfm.201905375 ↗
51. 10.1002/adfm.20180341310.1002/adfm.201803413 ↗
52. 10.1002/adfm.20221371710.1002/adfm.202213717 ↗
53. 10.1002/adfm.20211301210.1002/adfm.202113012 ↗
54. 10.1038/s41528-021-00107-x10.1038/s41528-021-00107-x ↗
55. 10.1002/adfm.20160273310.1002/adfm.201602733 ↗
56. 10.1002/adfm.20160527110.1002/adfm.201605271 ↗
57. 10.1002/adfm.20231289710.1002/adfm.202312897 ↗
58. 10.1038/s41587-022-01528-310.1038/s41587-022-01528-3 ↗
59. 10.1038/s41565-023-01513-010.1038/s41565-023-01513-0 ↗
60. 10.1021/acs.analchem.0c0120110.1021/acs.analchem.0c01201 ↗
61. 10.1038/s41467-023-44634-910.1038/s41467-023-44634-9 ↗
62. 10.1126/sciadv.aay172910.1126/sciadv.aay1729 ↗
63. 10.1021/acsabm.0c0080710.1021/acsabm.0c00807 ↗
64. 10.1038/s41746-023-00796-w10.1038/s41746-023-00796-w ↗
65. 10.1002/adfm.20190671310.1002/adfm.201906713 ↗
66. 10.1002/adfm.20200952410.1002/adfm.202009524 ↗
67. 10.1016/0091-2182(89)90124-910.1016/0091-2182(89)90124-9 ↗
68. Little Lamb Are reusable breast pads worth using? https://littlelamb.com/blogs/littlelamb‐blog/are‐reusable‐breast‐pads‐worth‐using (accessed: July 2024).
69. The Bump Soaking through nursing pads https://forums.thebump.com/discussion/3382890/soaking‐through‐nursing‐pads (accessed: July 2024).
70. Lansinoh Stay dry disposable nursing pads https://lansinoh.com/products/stay‐dry‐disposable‐nursing‐pads (accessed: July 2024).
71. 10.1016/j.talanta.2023.12426610.1016/j.talanta.2023.124266 ↗
72. Zhao Z. · Biosensors · 2010 · 302 · 1
73. 10.1038/srep0689110.1038/srep06891 ↗
74. 10.3390/s2109303810.3390/s21093038 ↗
75. 10.1016/j.microc.2019.03.08310.1016/j.microc.2019.03.083 ↗
76. 10.1016/j.pcl.2018.12.00410.1016/j.pcl.2018.12.004 ↗
77. 10.3390/nu1311372410.3390/nu13113724 ↗
78. Suman A. · Food Nutr. Sci. · 2011 · 2011
79. 10.1159/00052426110.1159/000524261 ↗
80. 10.1080/14767058.2017.139178110.1080/14767058.2017.1391781 ↗
81. O'Brien M. · JAMA Pediatrics · 2023
82. 10.1067/mob.2002.12696210.1067/mob.2002.126962 ↗
83. 10.1542/pir.2016-006310.1542/pir.2016-0063 ↗
84. 10.1002/adhm.20230412210.1002/adhm.202304122 ↗
85. 10.1002/smll.20231174510.1002/smll.202311745 ↗
86. 10.1038/ncomms671410.1038/ncomms6714 ↗
87. Nejad S. K. · Sensors & Diagnostics · 2024
88. 10.1016/j.matt.2020.09.02710.1016/j.matt.2020.09.027 ↗
89. 10.1016/j.bios.2024.11632110.1016/j.bios.2024.116321 ↗
90. 10.1021/acsmaterialslett.4c0082510.1021/acsmaterialslett.4c00825 ↗
91. 10.1021/acssensors.9b0234510.1021/acssensors.9b02345 ↗
92. 10.1021/acsami.8b1099110.1021/acsami.8b10991 ↗
93. 10.1038/s41551-021-00685-110.1038/s41551-021-00685-1 ↗
94. 10.1038/s43246-024-00557-610.1038/s43246-024-00557-6 ↗
95. 10.1038/s41598-018-24744-x10.1038/s41598-018-24744-x ↗
96. 10.1021/acsanm.3c0119910.1021/acsanm.3c01199 ↗
97. 10.1016/j.jelechem.2016.08.01710.1016/j.jelechem.2016.08.017 ↗
98. 10.1016/j.bios.2004.12.00110.1016/j.bios.2004.12.001 ↗
99. 10.1007/s00604-022-05295-510.1007/s00604-022-05295-5 ↗
100. 10.1002/elan.20210042510.1002/elan.202100425 ↗