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A New Feature Extraction Approach in Classification for Improving the Accuracy of Proteins Damayanti, -; Lumbanraja, Favorisen Rosyking; Junaidi, Akmal; Sutyarso, -; Susanto, Gregorius Nugroho; Megawaty, Dyah Ayu
JOIV : International Journal on Informatics Visualization Vol 9, No 1 (2025)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.9.1.2589

Abstract

Proteins play a vital role in life as essential macromolecules, consisting of linear heteromeric biopolymers formed by amino acids covalently bonded through peptide bonds. They contribute to cell development and bolster the body's defense mechanisms. Post-translational modification processes, such as glycosylation, are necessary for proteins to function optimally. Glycosylation involves adding sugar groups to proteins, playing a critical role in various protein folding processes. Dysregulation of protein glycosylation can lead to diseases like Alzheimer's and cancer. Manual classification of glycosylated proteins is time-consuming, necessitating a faster approach. This study aims to expedite glycosylated protein classification using novel methods like AAindex, CTD, SABLE, hydrophobicity, and PseAAC for increased accuracy, comparing them with existing approaches. The dataset comprises protein sequences sourced from the openly accessible UniProt database. Results demonstrate that glycosylated protein prediction achieved 100% accuracy, surpassing previous approaches. Several features contributed to this improvement, with Hydrophobicity making a significant contribution at 24%, and PseAAC making the most significant contribution at 40% among the five extraction methods developed.
Hematological Profile of Silver Pompano (Trachinotus blochii) Broodstock with Hormonal Induction and Phytobiotic Supplementation in Feed Azizah, Azizah; Sarida, Munti; Adiputra, Yudha Trinoegraha; Susanto, Gregorius Nugroho; Setyawan, Agus
Arwana: Jurnal Ilmiah Program Studi Perairan Vol 6 No 1: May 2024
Publisher : Program Studi Akuakultur, Fakultas Pertanian, Universitas Almuslim

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51179/jipsbp.v6i1.2521

Abstract

This study evaluates the hematological profile of potential broodstock silver pompano (Trachinotus blochii) through hormonal induction and phyto-biotic supplementation via feed. An experimental trial was conducted for 30 days to assess the hematological profile of potential broodstock Trachinotus blochii. This study employed a completely randomized design (CRD) in two research experiments. The first experiment utilized hormonal induction with estradiol-17β hormone on female silver pompano broodstock, consisting of 3 treatments: E1 (0 mg/kg), E2 (20 mg/kg), and E3 (60 mg/kg), whereas the second experiment employed phyto-biotic induction using Tribulus terrestris extract (ETT) and gonadotropin hormone, consisting of 5 treatments: T1: ETT 0 mg/kg feed, T2: ETT 50 mg/kg feed, T3: ETT 250 mg/kg feed, T4: ETT 50 mg/kg feed + gonadotropin 1000 IU/kg body weight, and T5: ETT 250 mg/kg feed + gonadotropin 500 IU/kg body weight, both experiments used 8 individuals as replicate per treatment. The results of the study indicated that all major hematological indices such as total erythrocytes, total leukocytes, and hematocrit levels were higher in male silver pompano broodstock supplemented with Tribulus terrestris extract compared to female silver pompano broodstock induced hormonally with estradiol-17β hormone.
Effects of dietary supplementation with 17-estradiol on the Steroid Hormone Levels, Gonadosomatic Index, and Gonadal Histology of Female Silver Pompano (Trachinotus blochii) Broodstock Azizah, Azizah; Sarida, Munti; Adiputra, Yudha Trinoegraha; Susanto, Gregorius Nugroho; Setyawan, Agus
Depik Vol 13, No 2 (2024): AUGUST 2024
Publisher : Faculty of Marine and Fisheries, Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.13170/depik.13.2.35115

Abstract

Silver pompano (Trachinotus blochii) is a mariculture commodity with fast growth characteristics and easy adaptation to the environment. However, the production of its seeds is hindered by the maturation of the parent's gonads out-side the spawning season. Hormonal approaches are needed for the maturation of the parent's gonads. The aim of this study is to investigate the level of steroid hormones, gonadosomatic index, and gonad histology in female silver pompano (Trachinotus blochii) broodstock after dietary supplementation with 17-estradiol. This research is crucial for the advancement of effective and efficient techniques for rearing this fish. The study used a completely randomized design (CRD) consisting of three different 17estradiol concentrations (0 mg/kg (E1), 30 mg/kg (E2), and 60 mg/kg (E3) fed to female silver pompano broodstock for 30 days, beginning at initial feeding, each with eight individual replicates. Absolute body weight growth, steroid hormone levels, gonadal maturation index, gonadal histology, fecundity, and egg diameter of female silver pompano broodstock were all examined in this study. The incorporation of 17-estradiol hormone into the sustenance amplifies the reproductive capabilities of the female silver pompano broodstock. The inclusion of 17-estradiol hormone in the diet renders the most elevated values regarding fecundity and egg diameter in the female silver pompano broodstock. Histological examinations expose that the development of the gonads in the female broodstock treated with 17-estradiol hormone progresses towards maturation. The inclusion of 17- estradiol hormone in the diet at doses of 20 and 60 mg/kg feed yields the highest values in terms of fecundity and egg diameter in female silver pompano broodstock.Keywords:17-estradiolGonadal histologyGonadosomatic indexSteroid hormoneSilver pompano
The Diversity of Singing Birds at the Way Canguk Research Station, Bukit Barisan Selatan National Park Andriyani, Agista; Nurcahyani, Nuning; Susanto, Gregorius Nugroho; Sibarani , Marsya Christyanti; Utoyo , Laji
Jurnal Ilmiah Biologi Eksperimen dan Keanekaragaman Hayati (J-BEKH) Vol. 9 No. 1 (2022)
Publisher : Department of Biology Faculty of Mathematics and Natural Sciences Universitas Lampung in collaboration with The Indonesian Association of Biology (PBI) Lampung Branch.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jbekh.v9i1.206

Abstract

Birds have an important role in controlling natural ecosystems. The presence of hunting traces every year indicates hunting at the Way Canguk Research Station. If this happens continuously, it can cause a decrease in the diversity and population of chirping birds. Therefore, this research needs to be carried out to determine the diversity, evenness, richness, relative density, as well as environmental factors that affect the chirping bird community, and the intensity of bird hunting in SPWC. The research was conducted at the Way Canguk Research Station, Bukit Barisan Selatan National Park, using the point count method.
Water Quality Analysis Based on Diversity and Abundance of Plankton in the Way Besai River, North Lampung: Analisis Kualitas Air Berdasarkan Keanekaragaman dan Kelimpahan Plankton di Sungai Way Besai Lampung Utara Nazma, Anya Khalisza Putri; Tugiyono, Tugiyono; Farisi, Salman; Susanto, Gregorius Nugroho
Jurnal Ilmiah Biologi Eksperimen dan Keanekaragaman Hayati (J-BEKH) Vol. 12 No. 1 (2025)
Publisher : Department of Biology Faculty of Mathematics and Natural Sciences Universitas Lampung in collaboration with The Indonesian Association of Biology (PBI) Lampung Branch.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jbekh.v12i1.407

Abstract

Plankton is one of the aquatic biota that can act as a bioindicator of Water because it is susceptible to changes in the quality of the Water where it lives. The Way Besai River is in Dwikora Village, Bukit Kemuning District, North Lampung Regency. This study aimed to determine the water quality of the Way Besai River based on the diversity and abundance of plankton as a bioindicator of Water and to determine the relationship between the plankton community structure and water quality parameters. This study was conducted in November-December 2024. Sampling was performed using a survey method with 6 (six) spots, which were then identified and calculated using the Sedgewick-Rafter method. Based on the analysis of plankton abundance and diversity, it is known that the Way Besai River is moderately polluted, and there is a significant relationship between the plankton community structure and water quality parameters.
Effects of dietary supplementation with 17-estradiol on the Steroid Hormone Levels, Gonadosomatic Index, and Gonadal Histology of Female Silver Pompano (Trachinotus blochii) Broodstock Azizah, Azizah; Sarida, Munti; Adiputra, Yudha Trinoegraha; Susanto, Gregorius Nugroho; Setyawan, Agus
Depik Vol 13, No 2 (2024): AUGUST 2024
Publisher : Faculty of Marine and Fisheries, Universitas Syiah Kuala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.13170/depik.13.2.35115

Abstract

Silver pompano (Trachinotus blochii) is a mariculture commodity with fast growth characteristics and easy adaptation to the environment. However, the production of its seeds is hindered by the maturation of the parent's gonads out-side the spawning season. Hormonal approaches are needed for the maturation of the parent's gonads. The aim of this study is to investigate the level of steroid hormones, gonadosomatic index, and gonad histology in female silver pompano (Trachinotus blochii) broodstock after dietary supplementation with 17-estradiol. This research is crucial for the advancement of effective and efficient techniques for rearing this fish. The study used a completely randomized design (CRD) consisting of three different 17estradiol concentrations (0 mg/kg (E1), 30 mg/kg (E2), and 60 mg/kg (E3) fed to female silver pompano broodstock for 30 days, beginning at initial feeding, each with eight individual replicates. Absolute body weight growth, steroid hormone levels, gonadal maturation index, gonadal histology, fecundity, and egg diameter of female silver pompano broodstock were all examined in this study. The incorporation of 17-estradiol hormone into the sustenance amplifies the reproductive capabilities of the female silver pompano broodstock. The inclusion of 17-estradiol hormone in the diet renders the most elevated values regarding fecundity and egg diameter in the female silver pompano broodstock. Histological examinations expose that the development of the gonads in the female broodstock treated with 17-estradiol hormone progresses towards maturation. The inclusion of 17- estradiol hormone in the diet at doses of 20 and 60 mg/kg feed yields the highest values in terms of fecundity and egg diameter in female silver pompano broodstock.Keywords:17-estradiolGonadal histologyGonadosomatic indexSteroid hormoneSilver pompano
PENGARUH BERBAGAI MACAM EMPON DAN SINBIOTIK TERHADAP PERTUMBUHAN LARVA UDANG PUTIH (Litopenaeus vannamei) Sumardi, Sumardi; Handayani, Kusuma; Susanto, Gregorius Nugroho; Ayuandira, Niken; Prihadhi, Eka
Biospecies Vol. 18 No. 1 (2025): Januari 2025
Publisher : Universitas Jambi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22437/biospecies.v18i1.36951

Abstract

The global market demand for vaname shrimp in Indonesia is increasing every year. Vannamei shrimp is a mainstay of fisheries commodities. Cultivators often encounter vibriosis disease caused by Vibrio sp. Therefore, it is necessary to pay attention to the quality of the feed by adding supplements from synbiotics and empon-empon. This study aims to determine the effect of synbiotics and empon-empon on the growth of white shrimp (Litopenaeus vannamei) larvae in controlling Vibrio sp. Parameters measured included daily length growth, survival, water quality, total bacteria, and total vibrio. Water quality and total bacteria are growth-supporting factors. The treatments consisted of positive control (C+), negative control (C-), Synbiotic 1 (S1), Synbiotic 2 (S2), Synbiotic 3 (S3), Synbiotic 4 (S4), and empon-empon (E). The synbiotics used were Bacillus sp 1x 1010. as a probiotic, 2 ppm yam paste as a prebiotic and 1 ppm  ginger, 1 ppm white turmeric, and 1 ppm black cumin. And the combination of the three types of empon-empon with a concentration of 0.5 ppm (treatment S4 and E). The results showed that the S2 treatment had a significant effect (P>0.05) on the daily length of the fry with an average of 0.05±0.06 mm. The S4 treatment had a significant effect on survival with a percentage of 83.6%. The lowest total Vibrio was shown in the S4 treatment with a value of 0.45±0.5 logs CFU/ml. The total density of bacteria was shown in the S2.treatment with a value of 2.28 ±log CFU/ml.
Performa Instalasi Pengolah Air Limbah (IPAL) Sederhana Tambak Udang Vaname di Desa Ruguk, Kecamatan Ketapang, Kabupaten Lampung Selatan Lestari, Sepnina Like; Hasani, Qadar; Setyawan, Agus; Tugiyono, Tugiyono; Susanto, Gregorius Nugroho; Widiastuti, Endang Linirin; Arlanda, Revilarita; Khasanah, Nurul; Supono, Supono
Akuatiklestari Vol 8 No 2 (2025): Jurnal Akuatiklestari
Publisher : Program Studi Manajemen Sumberdaya Perairan, Fakultas Ilmu Kelautan dan Perikanan, Universitas Maritim Raja Ali Haji

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31629/akuatiklestari.v8i2.7112

Abstract

Intensifikasi budidaya udang vaname (Litopenaeus vannamei) tidak hanya meningkatkan produksi udang tetapi juga berdampak pada penurunan kualitas air buangan dari tambak udang ke perairan pantai. Pengadaan instalasi pengolahan air limbah pada outlet mbah budidaya udang menjadikan salah satu pilihan untuk mereduksi bahan pencemar. Tujuan penelitian ini untuk mengevaluasi IPAL dalam mereduksi kandungan fosfat, nitrat, total ammonia nitrogen (TAN), total organik matter (TOM) di tambak udang vaname Desa Ruguk, Kecamatan Ketapang, Kabupaten Lampung Selatan. Sebanyak dua kolam digunakan sebagai IPAL (IPAL1 dan IPAL2) dengan luas kolam masing-masing 2.054 m2 dari 12 kolam tambak udang vaname. Keberadaan IPAL di tambak dievaluasi dengan pengukuran kualitas air di empat stasiun yaitu outlet, kolam IPAL 1, kolam IPAL 2, dan main outlet atau aliran Sungai sebanyak tiga kali (Sebelum panen, panen parsial, dan panen total). Parameter kimia yang diukur pada penelitian ini yaitu yaitu pH, nitrat, fosfat, total ammonia nitrogen (TAN), alkalinitas, oksigen terlarut. Serta, mengamati pertembuhan parameter biologi yaitu total Vibrio count (TVC). Hasil penelitian menunjukkan bahwa efektivitas IPAL sederhana tidak efisien menurunkan nitrat (9%), pH (3%), alkalinitas (12%). Sedangkan salinitas (31%), DO (41%), fosfat (55%), dan TAN (61%), termasuk cukup efisien. Kelimpahan bakteri Vibrio meningkat 95% menuju day of care DOC 134 (panen total).
Ekonomi Biru Budidaya Keramba Jaring Apung dan Pelestarian Ekosistem di Pesisir Kecamatan Teluk Pandan Pribadie, Aldi Indra; Damai, Abdullah Aman; Febryano, Indra Gumay; Susanto, Gregorius Nugroho; Abidin, Zainal
Akuatiklestari Vol 8 No 2 (2025): Jurnal Akuatiklestari
Publisher : Program Studi Manajemen Sumberdaya Perairan, Fakultas Ilmu Kelautan dan Perikanan, Universitas Maritim Raja Ali Haji

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31629/akuatiklestari.v8i2.7113

Abstract

Budidaya ikan di keramba jaring apung idealnya dilakukan sesuai dengan prinsip ekonomi biru sambil tetap menjaga kelestarian ekosistem. Tujuan penelitian ini untuk sejauh mana prinsip ekonomi biru diterapkan dan penjagaan kelestarian ekosistem pada budidaya ikan KJA di Kecamatan Teluk Pandan, Kabupaten Pesawaran, Provinsi Lampung pada bulan Juli – September 2024. Data dikumpulkan dengan cara wawancara mendalam, observasi dan studi pustaka, selanjutnya dianalisis untuk mengukur sejauh mana prinsip tersebut diterapkan. Hasil penelitian menunjukkan bahwa sebagian besar pembudidaya ikan tidak mengenal istilah "ekonomi biru". Namun beberapa prinsip ekonomi biru, seperti memajukan pertumbuhan ekonomi, memperbaiki kesejahteraan sosial dan menjaga ekosistem laut, telah diimplementasikan meski belum sepenuhnya optimal. Contohnya adalah upaya pembudidaya dalam tidak membuang sampah sembarangan dan menggunakan pakan sesuai padat tebar optimal. Diperlukan bimbingan teknis yang intensif untuk memperkuat penerapan prinsip ekonomi biru pada usaha budidaya ikan dengan sistem KJA.
Karakteristik Mikroplastik pada Sedimen di Perairan Pesisir Kota Bandar Lampung Banowati, Nurmaya Tri; Hasani, Qadar; Mayaguezz, Henky; Damai, Abdullah Aman; Susanto, Gregorius Nugroho
Akuatiklestari Vol 8 No 2 (2025): Jurnal Akuatiklestari
Publisher : Program Studi Manajemen Sumberdaya Perairan, Fakultas Ilmu Kelautan dan Perikanan, Universitas Maritim Raja Ali Haji

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31629/akuatiklestari.v8i2.7130

Abstract

Sampah plastik yang dihasilkan di Kota Bandar Lampung meningkat setiap tahunnya. Sampah tersebut bersumber dari aktivitas rumah tangga, industri, perikanan, dan lainnya. Plastik dapat mengalami proses degradasi hingga menghasilkan partikel mikroplastik. Keberadaan mikroplastik di perairan dapat mengendap ke dalam sedimen dan dapat berdampak buruk bagi biota laut. Penelitian ini bertujuan mengidentifikasi karakteristik dan kelimpahan mikroplastik pada sedimen di Perairan Pesisir Kota Bandar Lampung. Penelitian ini dilaksanakan pada bulan Mei-Juli 2024  pada 3 stasiun berbeda di perairan Pesisir Kota Bandar Lampung. Mikroplastik pada sampel sedimen terdiri atas bentuk pelet, fragmen, foam, film, dan fiber yang didominasi mikroplastik berukuran < 1 mm. Mikroplastik yang ditemukan berwarna abu-abu, hijau toska, putih, ungu, merah, biru, hitam, kuning, coklat, hijau, transparan, dan merah muda. Hasil uji FT-IR menunjukkan adanya jenis plastik yaitu abu-abu, hijau toska, putih, ungu, merah, biru, hitam, kuning, coklat, hijau, transparan, dan merah muda. Kelimpahan rata-rata mikroplastik yang ditemukan yaitu 1.180 partikel/kg. Upaya dalam meningkatkan kesadaran masyarakat terhadap pengelolaan sampah plastik di perlukan untuk meminimalisir pencemaran sampah plastik di wilayah pesisir Kota Bandar Lampung.
Co-Authors - Damayanti Abdullah Aman Damai Agus Setiawan Agus Setyawan Akmal Junaidi Akmalia Rahmani Alqoriani A, Ostarica Andriyani, Agista Arlanda, Revilarita Arofah, Nur Lailatul Ayu Tiara Fitri Ayuandira, Niken Ayuni, Ubaid Jan Azizah Azizah Banowati, Nurmaya Tri Choirun Nisa Elfa Verda Puspita Endah Setyaningrum Endah Setyaningrum Endang L. Widiastuti Endang Linirin Widiastuti Endang Linirin Widiastuti Endang Linirin Widiastuti Farisi, Salman Favorisen R. Lumbanraja Gurum Ahmad Pauzi Hendri Busman Hendri Busman Indra Gumay Febryano Irawan, Tazranisa Indy Isni Uswatun Khasanah Juliasih, Ni Luh Gede Ratna Junaidi Junaidi Juriani Juriani Kusuma Handayani, Kusuma Lestari, Sepnina Like M Husien Ferdiansyah M. Kanedi Madi Hartono Mayaguezz, Henky Megawaty, Dyah Ayu Mohammad Kanedi Muhammad Zulhafid Munti Sarida Nababan, Yolanda Nazma, Anya Khalisza Putri Nuning Nurcahyani Nur Lailatul Arofah Nurul Khasanah, Nurul Okta Ferli Suryadi Ostarica Alqoriani A. Pribadie, Aldi Indra Prihadhi, Eka Priyambodo Priyambodo Qadar Hasani Ramadhina, Melati Rizki Rani Setiana Romaskila, Ulfanida Rr. Etty Puspitaningsih N.W. Sa'diah, Annisa Nurul Salman Alfarisi Sari, Mutiara Pradita Sibarani , Marsya Christyanti Sri Murwani Sumardi . Sumardi, Sumardi Supono Supono Supono Supono Suratman Suratman Suratman Suratman Suratman Umar Sutyarso Sutyarso Sutyarso, - Teguh Ismail Tintin Kurtini Tugiyono Tugiyono Tugiyono Tugiyono Tugiyono Tugiyono Tugiyono Tugiyono Utoyo , Laji Wahid Giantara Widiastuti, Endang Linirin Yolanda Nababan Yudha Trinoegraha Adiputra Yuni Astuti Yuni Astuti Zainal Abidin