Analisis spasial infeksi Cryptosporidium spp. terhadap penggunaan sumber air bersih pada balita stunting di Kabupaten Jember

https://doi.org/10.22146/mgi.93422

Wiwien Sugih Utami(1*), Ahmad Yudho Hadi Pangestu(2), Azham Purwandhono(3), Achmad Maududie(4), Yunita Armiyanti(5), Bagus Hermansyah(6)

(1) Fakultas Kedokteran, Universitas Jember, Jember, Indonesia
(2) Fakultas Kedokteran, Universitas Jember, Jember, Indonesia
(3) Fakultas Kedokteran, Universitas Jember, Jember, Indonesia
(4) Fakultas Ilmu Komputer, Universitas Jember, Jember
(5) Fakultas Kedokteran, Universitas Jember, Jember, Indonesia
(6) Fakultas Kedokteran, Universitas Jember, Jember, Indonesia
(*) Corresponding Author

Abstract


Abstrak. Cryptosporidium spp. adalah parasit intestinal yang secara global ditularkan melalui air (waterborne diseases), dengan banyak kejadian wabah di dunia yang dilaporkan terkait dengan sumber air konsumsi. Mayoritas penyakit ini tidak bergejala (asimptomatis) pada orang dewasa dengan rute penularan dari orang-ke-orang, hewan-ke-orang, melalui air dan makanan. Namun infeksi ini menyebabkan diare kronis hingga malnutrisi pada kelompok rentan yaitu balita dan merupakan faktor risiko terjadinya stunting.  Salah satu media transmisi Cryptosporidium spp. adalah air bersih yang dikonsumsi dan digunakan sehari-hari. Tujuan penelitian adalah untuk menganalisis risiko sumber air bersih yang digunakan sehari-hari terhadap infeksi Cryptosporidium spp. pada balita stunting secara spasial di Kabupaten Jember. Penelitian ini dilakukan pada populasi balita stunting di Kecamatan Kaliwates, Panti, Rambipuji dan Sukorambi Kabupaten Jember menggunakan desain cross sectional. Analisis spasial moran index dan nearest neigbor index (NNI) digunakan untuk mengetahui pola persebaran infeksi Cryptosporidium spp. terhadap suatu wilayah. Uji chi-square dilakukan untuk mengetahui hubungan faktor risiko sumber air  bersih  dengan infeksi Cryptosporidium spp. Hasil penelitian menunjukkan bahwa 18 dari 528 (3,41%) balita stunting diketahui terinfeksi Cryptosporidium spp. Nilai moran index menunjukkan adanya pola persebaran mengelompok (clustered) dengan autokorelasi positif di Kecamatan Sukorambi sedangkan daerah lainnya memiliki pola yang acak (random). Hasil NNI di Kecamatan Sukorambi menunjukkan pola yang acak, sedangkan 3 kecamatan lain menunjukkan pola menyebar (dispersed). Jenis sumber air bersih menunjukkan korelasi terhadap infeksi Cryptosporidium spp. Pola spasial infeksi Cryptosporidium spp. di Kecamatan Sukorambi dan korelasinya dengan jenis sumber air bersih ini menunjukkan bahwa pola infeksi ini cenderung mengelompok (clustered) karena penggunaan sumber air bersih yang sama pada penduduk di kecamatan ini yaitu sumber mata air alami yang digunakan bersama-sama seluruh warga, meskipun jarak antar penggunanya tidak berdekatan atau acak sesuai hasil NNI. Di 3 kecamatan lain, pola spasial cenderung menyebar (dispersed) karena penggunaan sumber air yang berbeda dan tidak digunakan secara bersama-sama. Kesimpulan, infeksi Cryptosporidium spp. cenderung meningkat pada sumber air bersih yang digunakan secara bersama-sama. Perlu edukasi pada kelompok masyarakat agar mengolah dulu air yang digunakan sebelum dikonsumsi untuk mengurangi risiko penyebarannya.


Abstract. Cryptosporidium spp . are intestinal parasites that are transmitted worldwide by water(waterborne disease), with many of the reported outbreaks in the world associated with sources of drinking water. Most cases of the disease are asymptomatic in adults, and transmission is person-to-person, animal-to-person, waterborne, and foodborne. However, the infection causes chronic diarrhea and malnutrition in vulnerable children under the age of five and is a risk factor for stunting. One of the modes of transmission of Cryptosporidium spp . is through clean water, which is consumed and used daily. The study aimed to spatially analyze the risk of daily clean water sources on Cryptosporidium spp. infection among stunted children in Jember Regency. This study was conducted on a population of stunted young children in Kaliwates, Panti, Rambipuji and Sukorambi sub-districts of Jember Regency using a cross-sectional design. The Moran and NNI index were used to determine the distribution pattern of infection in a region. Chi-squared test was conducted to determine relationship between risk factors of clean water source and Cryptosporidium spp. It was found that 18 out of 528 (3.41%) stunted infants were known to have Cryptosporidium spp. infection. The Moran index value shows a clustered distribution pattern with positive autocorrelation in the Sukorambi sub-district, while the other areas show arandom pattern. The results of the NNI in Sukorambi sub-district show a random pattern, and 3 other sub-districts show adispersed pattern. The spatial pattern of Cryptosporidium spp . infection in Sukorambi subdistrict and its correlation with the type of clean water source shows that this infection pattern tends to cluster because the population in this subdistrict uses the same clean water source, natural springs, which are shared by all residents, although the distance between users is not close or random according to NNI results. In the other three sub-districts, the spatial pattern tends to be more dispersed due to the use of different water sources that are not shared. In summary, there is a tendency for the incidence of Cryptosporidium spp. to increase in shared water supplies. There is a need to educate community groups to treat the water they use prior to consumption in order to reduce the risk of its spread.


Submitted: 2024-01-22  Revisions:  2024-09-11 Accepted: 2024-09-25 Published: 2024-09-25



Keywords


Stunting;Infeksi Cryptosporidium spp.;Analisis Spasial;Moran Index;Nearest Neighbor Index



References

Abdulhafedh, A. (2017). A novel hybrid method for measuring the spatial autocorrelation of vehicular crashes: combining moran’s index and getis-ord statistic. Open Journal of Civil Engineering, 07(02), 208–221. https://doi.org/10.4236/ojce.2017.72013

Betancourt, W. (2019). Cryptosporidium spp. Dalam Water and Sanitation for the 21st Century: Health and Microbiological Aspects of Excreta and Wastewater Management (Global Water Pathogen Project) (hlm. 1–50). Tucson: Unesco. https://doi.org/10.14321/waterpathogens.33

Bouzid, M., Kintz, E., & Hunter, P. R. (2018). Risk factors for cryptosporidium infection in low and middle income countries: a systematic review and meta-analysis. PLoS Neglected Tropical Diseases, 12(6), 1–13. https://doi.org/10.1371/journal.pntd.0006553

Dangiran, H. L., & Dharmawan, Y. (2020). Analisis spasial kejadian diare dengan keberadaan sumur gali di kelurahan Jabungan kota Semarang. Jurnal Kesehatan Lingkungan Indonesia, 19(1), 68. https://doi.org/10.14710/jkli.19.1.68-75

Dong, S., Yang, Y., Wang, Y., Yang, D., Yang, Y., Shi, Y., … Zhou, Y. (2020). Prevalence of cryptosporidium infection in the global population: a systematic review and meta-analysis. Acta Parasitologica, 65(4), 882–889. https://doi.org/10.2478/s11686-020-00230-1

Durda-Masny, M., Ciomborowska-Basheer, J., Makałowska, I., & Szwed, A. (2022, Februari 1). The Mediating Role of the Gut Microbiota in the Physical Growth of Children. Life, Vol. 12. MDPI. https://doi.org/10.3390/life12020152

Gabain, I. L., Ramsteijn, A. S., & Webster, J. P. (2023, Maret 1). Parasites and childhood stunting – a mechanistic interplay with nutrition, anaemia, gut health, microbiota, and epigenetics. Trends in Parasitology, Vol. 39, hlm. 167–180. Elsevier Ltd. https://doi.org/10.1016/j.pt.2022.12.004

Hamzah, St. R., & B, H. (2020). Gerakan pencegahan stunting melalui edukasi pada masyarakat di desa muntoi kabupaten bolaang mongondow. JPKMI (Jurnal Pengabdian Kepada Masyarakat Indonesia), 1(4), 229–235. https://doi.org/10.36596/jpkmi.v1i4.95

Hazrin, M., Hiong, H. G., Jai, N., Yeop, N., Hatta, M., Paiwai, F., … Othman, W. (2016). Spatial distribution of dengue Incidence: a case study in putrajaya. Journal of Geographic Information System, 08(01), 89–97. https://doi.org/10.4236/jgis.2016.81009

Kemenkes RI. (2018). Situasi balita pendek (stunting) di indonesia. Dalam Pusat Data dan Informasi Kementerian Kesehatan RI (1 ed.). Jakarta.

Kemenkes RI. (2022). Keputusan menteri kesehatan republik indonesia tentang pedoman nasional pelayanan kedokteran tata laksana stunting tahun 2022. Jakarta: Kementerian Kesehatan RI.

Khalil, I. A., Troeger, C., Rao, P. C., Blacker, B. F., Brown, A., Brewer, T. G., … Mokdad, A. H. (2018). Morbidity, mortality, and long-term consequences associated with diarrhoea from Cryptosporidium infection in children younger than 5 years: a meta-analyses study. The Lancet Global Health, 6(7), e758–e768. https://doi.org/10.1016/S2214-109X(18)30283-3

Khan, A., Shams, S., Khan, S., Khan, M. I., Khan, S., & Ali, A. (2019). Evaluation of prevalence and risk factors associated with Cryptosporidium infection in rural population of district buner, pakistan. PLoS ONE, 14(1), 1–17. https://doi.org/10.1371/journal.pone.0209188

Korpe, P. S., Valencia, C., Haque, R., Mahfuz, M., McGrath, M., Houpt, E., … Duggal, P. (2018). Epidemiology and risk factors for cryptosporidiosis in children from 8 low-income sites: results from the mal-ed study. Clinical Infectious Diseases, 67(11), 1660–1669. https://doi.org/10.1093/cid/ciy355

Lestari, A. A., Makful, M. R., & Okfriani, C. (2023). Analisis spasial kepadatan penduduk terhadap kasus tuberkulosis di provinsi jawa barat 2019-2021. Jurnal Cahaya Mandalika, 3(2), 577–585.

Maryanti, E. (2017). Epidemiologi kriptosporidiosis. Jurnal Ilmu Kedokteran, 5(1), 1. https://doi.org/10.26891/jik.v5i1.2011.1-6

Murugesan, K. N., Agoes, R., Yusnita, S., & Sari, I. (2017). Identification of pathogen protozoans (cryptosporidium spp and giardia lamblia) from canteen’s water-sources at jatinangor, west java, indonesia. Althea Medical Journal, 4(3), 309–314.

Naghavi, M., Wang, H., Lozano, R., Davis, A., Liang, X., Zhou, M., … Temesgen, A. M. (2015). Global, regional, and national age-sex specific all-cause and cause-specific mortality for 240 causes of death, 1990-2013: A systematic analysis for the Global Burden of Disease Study 2013. The Lancet, 385(9963), 117–171. https://doi.org/10.1016/S0140-6736(14)61682-2

Retno, D., Saputro, S., Widyaningsih, P., Kurdi, N. A., Susanti, A., Sutami, J. I., … Tengah, J. (2018). Proporsionalitas autokorelasi spasial dengan indeks global (indeks moran) dan indeks lokal (local indicator of spatial association (lisa)). Prosiding Konferensi Nasional Penelitian Matematika dan Pembelajarannya (KNPMP) III 2018, 702–709.

Ruliansyah, A., Yuliasih, Y., Ridwan, W., & Kusnandar, A. J. (2017). Analisis spasial sebaran dbd di kota tasikmalaya tahun 2011-2015. Aspirator, 9(2), 85–90.

Ryan, U., Zahedi, A., & Paparini, A. (2016). Cryptosporidium in humans and animals—a one health approach to prophylaxis. Parasite Immunology, 38(9), 535–547. https://doi.org/10.1111/pim.12350

Sarkar, R., Ajjampur, S. S. R., Prabakaran, A. D., Geetha, J. C., Sowmyanarayanan, T. V., Kane, A., … Kang, G. (2013). Cryptosporidiosis among children in an endemic semiurban community in southern India: Does a protected drinking water source decrease infection? Clinical Infectious Diseases, 57(3), 398–406. https://doi.org/10.1093/cid/cit288

Septian, H. N., Sulistyaningsih, E., Raharjo, A. M., Utami, W. S., & Armiyanti, Y. (2023). Environmental sanitation as risk factors for intestinal protozoa infection among stunted children in sugerkidul village , indonesia. Al-Sihah : Public Health Science Journal, 15(69), 44–52. https://doi.org/10.24252/al

Simbolon, D. R., Mutiara, E., & Lubis, R. (2019). Analisis spasial dan faktor risiko tuberkulosis paru di kecamatan sidikalang, kabupaten dairi - sumatera utara tahun 2018. Berita Kedokteran Masyarakat, 35(2), 65. https://doi.org/10.22146/bkm.42643

Suryani, F. A. (2023). Uji kualitas air sumur berdasarkan kandungan bakteri Coliform non fecal sebagai sumber belajar mata kuliah mikrobiologi: Studi kasus di Perumahan Taman Gading, Kecamatan Kaliwates, Kabupaten Jember. JERNIH: Journal of Environmental Engineering and Hygiene, 1(01), 12–24.

Sutarga, I. K. (2022). Analisis pola spasial sebaran covid-19 kota bogor berdasarkan indek moran. Media Komunikasi Geografi, 23(2), 265–276. https://doi.org/10.23887/mkg.v23i2.55183

Sutarto, Mayasari, D., & Indriyani, R. (2018). Stunting, faktor resiko dan pencegahannya. Jurnal Kesehatan dan Agromedicine, 5(1), 540–545. https://doi.org/10.1201/9781439810590-c34

Taghipour, A., Khazaei, S., Ghodsian, S., Shajarizadeh, M., Olfatifar, M., Foroutan, M., … Karanis, P. (2021). Global prevalence of Cryptosporidium spp. in water: A systematic review and meta-analysis. Research in Veterinary Science, 137, 77–85. https://doi.org/10.1016/j.rvsc.2021.04.015

Tamomh, A. G., Agena, A. E. M., Elamin, E., Suliman, M. A., Elmadani, M., Omara, A. B., & Musa, S. A. (2021). Prevalence of cryptosporidiosis among children with diarrhoea under five years admitted to kosti teaching hospital, kosti city, sudan. BMC Infectious Diseases, 21(1), 1–6. https://doi.org/10.1186/s12879-021-06047-1

Tombang, A. N., Ambe, N. F., Bobga, T. P., Nkfusai, C. N., Collins, N. M., Ngwa, S. B., … Cumber, S. N. (2019). Prevalence and risk factors associated with cryptosporidiosis among children within the ages 0-5 years attending the limbe regional hospital, southwest region, cameroon. BMC Public Health, 19(1), 1–10. https://doi.org/10.1186/s12889-019-7484-8

Wijayanti, T. (2017). Kriptosporidiosis di indonesia. Jurnal Litbang Pengendalian Penyakit Bersumber Binatang Banjarnegara, 13(1), 73–82.

Yoseph, A., & Beyene, H. (2020). The high prevalence of intestinal parasitic infections is associated with stunting among children aged 6-59 months in Boricha Woreda, Southern Ethiopia: A cross-sectional study. BMC Public Health, 20(1). https://doi.org/10.1186/s12889-020-09377-y

Yulfi, H., Masyithah Darlan, D., Wandra, T., Elisabeth Purba, I., Purba, Y., M. Saragih, J., & Ito, A. (2017). Intestinal protozoa infections and associated risk factors in rural community of samosir island indonesia. Public Health International Conference (PHICo), 1, 102–107. https://doi.org/10.2991/phico-16.2017.79

Zheng, H., He, J., Wang, L., Zhang, R., Ding, Z., & Hu, W. (2018). Risk factors and spatial clusters of cryptosporidium infection among school-age children in a rural region of eastern china. International Journal of Environmental Research and Public Health, 15(5), 1–12. https://doi.org/10.3390/ijerph15050924



DOI: https://doi.org/10.22146/mgi.93422

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