{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "from OpenAITools.JRCTTools import fetch_clinical_trials, extract_jrct_links, create_dataframe_from_urls, reorder_columns" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "検索ボタンがクリックできないため、JavaScriptでクリックします。\n", "1 ページ目を処理しました。\n", "2 ページ目を処理しました。\n", "3 ページ目を処理しました。\n", "4 ページ目を処理しました。\n", "5 ページ目を処理しました。\n", "6 ページ目を処理しました。\n", "次のページはありません。全ての結果を取得しました。\n" ] } ], "source": [ "# fetch_clinical_trialsを使って検索結果を取得\n", "results = fetch_clinical_trials(disease_name=\"がん 神経膠腫 骨髄腫 黒色腫 肉腫\", freeword=\"\",include_not_yet_recruiting=True)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT1030240513\n", "Waiting for 15 seconds before the next 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instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " sorted_df['JRCT ID'] = [result[0] for result in results]\n", "/var/folders/xj/t9whz9_x5g309fn84ql50wrm0000gn/T/ipykernel_94689/3932068550.py:2: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " sorted_df['Title'] = [result[1] for result in results]\n", "/var/folders/xj/t9whz9_x5g309fn84ql50wrm0000gn/T/ipykernel_94689/3932068550.py:3: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " sorted_df['Target'] = [result[2] for result in results]\n" ] } ], "source": [ "sorted_df['JRCT ID'] = [result[0] for result in results]\n", "sorted_df['Title'] = [result[1] for result in results]\n", "sorted_df['Target'] = [result[2] for result in results]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "new_order = [\"JRCT ID\", \"Title\",'Target'] + [col for col in sorted_df.columns if col not in [\"JRCT ID\", \"Title\",'Target']]" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "sorted_df = sorted_df[new_order]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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JRCT IDTitleTarget研究・治験の目的試験の種類無作為化盲検化対照割付け研究目的...purposeInclusion CriteriaExclusion CriteriaAge MinimumAge MaximumGenderDiscontinuation CriteriaKeywordIntervention(s)Phase
0jRCT1030240513進行がん患者に対する可聴領域外のハイレゾ自然音源が与える生体情報や癒しの変化を評価する\\n探...がん進行がん患者を対象に、可聴領域外のハイレゾ自然音源を介入とした音楽療法が、無音と比較して、疲...介入研究無作為化比較単盲検プラセボ対照並行群間比較緩和...supportive careEligible participants must meet the following ...Exclusion criteria apply if any of the followi...18age old overNo limitNaNcancer,Participants will be exposed to either sounds ...NaN
1jRCT1032240511進行がん患者の痛みに対する交番磁界治療器の至適な治療時間の条件に関する多施設共同研究がん患者の疼痛交番磁界治療器を用いた自宅での疼痛治療について、進行がん患者が治療の継続が可能と考える治療時...介入研究単一群非盲検非対照単群比較その他...other1. Age 18 years or older on the day of consent...1. There is a skin disorder in the painful are...18age old overNo limitBothNaNFour pads of the alternating magnetic field th...NaN
2jRCT1032240506卵巣腫瘍手術での術中低圧換気介入による術中出血量に及ぼす影響:ランダム化比較試験卵巣がん卵巣悪性腫瘍手術は高侵襲な手術であり輸血率の高い手術である。一方で輸血により癌の予後が悪化す...介入研究無作為化比較単盲検実薬(治療)対照並行群間比較治療...treatment purposePatients undergoing ovarian cancer surgery at ...1.Minors\\n\\r\\n2.Emergency surgery\\n\\r\\n3.Patie...18age old over100age old notFemaleNaNLow-pressure ventilation and low venous pressu...NaN
3jRCT2041240130中等度-高度PONV発症リスクを有する肺切除術予定患者の周術期管理におけるGranisetr...肺がん全身麻酔を要する肺切除術周術期における標準制吐療法であるグラニセトロン(Granisetro...NaN無作為化比較非盲検無治療対照/標準治療対照並行群間比較治療...treatment purpose(1) Patients scheduled to undergo anatomical l...(1) Patients with a history of allergy to the ...18age old overNo limitBothNaNTreatment group\\n\\r\\nAdminister GRA 1mg intrav...NaN
4jRCT2031240500ミスマッチ修復機能欠損(dMMR)又は高頻度マイクロサテライト不安定性(MSI-H)を有する...ミスマッチ修復機能欠損(dMMR)又は高頻度マイクロサテライト不安定性(MSI-H)を有する...固形がんは、体のさまざまな部位に発生する異常な組織の塊である。本治験は、特定の遺伝的特徴を持...NaN単一群非盲検非対照単群比較治療...treatment purposeParts 1, 2, and 3 inclusion criteria: \\n\\r\\n-H...Parts 1, 2, and 3 exclusion criteria:\\n\\r\\n-Ha...18age old overNo limitBothNaNDrug: GSK4418959\\n\\r\\nDrug:PD-1 inhibitorNaN
..................................................................
282jRCT2080223823固形がん患者を対象としたE7130 の臨床第1相試験Part1:固形がん\\nPart2:頭頸部がん,尿路上皮がんNaN介入研究NaNNaNNaNNaNNaN...NaNNaNNaNNaNNaN<p>Both</p>NaNinvestigational material(s)<br>\\nGeneric name ...NaN
283jRCT1090220266肺がん手術患者に対する運動療法とBCAA摂取の併用効果の検討肺がんNaNNaNNaN非盲検実薬(治療)対照なしNaN...NaNNaNNaNAge Month Week Day HourAge Month Week Day Hour No limitBothNaNIntervention type:BEHAVIOUR\\n\\nName of interve...NaN
284jRCT1091220254肺動静脈分離3D-CT angiographyにおけるヨード造影剤量低減の検討肺がんNaNNaNNaN単盲検用量比較ありNaN...NaNNaNNaNAge Month Week Day Hour No limitAge Month Week Day Hour No limitBothNaNIntervention type:DRUG\\n\\nName of intervention...NaN
285jRCT1090220224体幹部神経ブロック後のレボブピバカインの血中濃度の変化下腹部消化器がんNaNNaNNaN非盲検無対照NaN...NaNNaNNaN20Age Month Week Day Hour overAge Month Week Day Hour No limitBothNaNIntervention type:\\n\\nName of intervention:\\n\\...NaN
286jRCT1091220221ヨード造影剤と生理食塩水の混合溶液を用いたtest injectionによる混合割合と造影効...肺がんNaNNaNNaN非盲検無対照なしNaN...NaNNaNNaNAge Month Week Day Hour No limitAge Month Week Day Hour No limitBothNaNIntervention type:DRUG\\n\\nName of intervention...NaN
\n", "

287 rows × 35 columns

\n", "
" ], "text/plain": [ " JRCT ID Title \\\n", "0 jRCT1030240513 進行がん患者に対する可聴領域外のハイレゾ自然音源が与える生体情報や癒しの変化を評価する\\n探... \n", "1 jRCT1032240511 進行がん患者の痛みに対する交番磁界治療器の至適な治療時間の条件に関する多施設共同研究 \n", "2 jRCT1032240506 卵巣腫瘍手術での術中低圧換気介入による術中出血量に及ぼす影響:ランダム化比較試験 \n", "3 jRCT2041240130 中等度-高度PONV発症リスクを有する肺切除術予定患者の周術期管理におけるGranisetr... \n", "4 jRCT2031240500 ミスマッチ修復機能欠損(dMMR)又は高頻度マイクロサテライト不安定性(MSI-H)を有する... \n", ".. ... ... \n", "282 jRCT2080223823 固形がん患者を対象としたE7130 の臨床第1相試験 \n", "283 jRCT1090220266 肺がん手術患者に対する運動療法とBCAA摂取の併用効果の検討 \n", "284 jRCT1091220254 肺動静脈分離3D-CT angiographyにおけるヨード造影剤量低減の検討 \n", "285 jRCT1090220224 体幹部神経ブロック後のレボブピバカインの血中濃度の変化 \n", "286 jRCT1091220221 ヨード造影剤と生理食塩水の混合溶液を用いたtest injectionによる混合割合と造影効... \n", "\n", " Target \\\n", "0 がん \n", "1 がん患者の疼痛 \n", "2 卵巣がん \n", "3 肺がん \n", "4 ミスマッチ修復機能欠損(dMMR)又は高頻度マイクロサテライト不安定性(MSI-H)を有する... \n", ".. ... \n", "282 Part1:固形がん\\nPart2:頭頸部がん,尿路上皮がん \n", "283 肺がん \n", "284 肺がん \n", "285 下腹部消化器がん \n", "286 肺がん \n", "\n", " 研究・治験の目的 試験の種類 無作為化 盲検化 \\\n", "0 進行がん患者を対象に、可聴領域外のハイレゾ自然音源を介入とした音楽療法が、無音と比較して、疲... 介入研究 無作為化比較 単盲検 \n", "1 交番磁界治療器を用いた自宅での疼痛治療について、進行がん患者が治療の継続が可能と考える治療時... 介入研究 単一群 非盲検 \n", "2 卵巣悪性腫瘍手術は高侵襲な手術であり輸血率の高い手術である。一方で輸血により癌の予後が悪化す... 介入研究 無作為化比較 単盲検 \n", "3 全身麻酔を要する肺切除術周術期における標準制吐療法であるグラニセトロン(Granisetro... NaN 無作為化比較 非盲検 \n", "4 固形がんは、体のさまざまな部位に発生する異常な組織の塊である。本治験は、特定の遺伝的特徴を持... NaN 単一群 非盲検 \n", ".. ... ... ... ... \n", "282 NaN 介入研究 NaN NaN \n", "283 NaN NaN NaN 非盲検 \n", "284 NaN NaN NaN 単盲検 \n", "285 NaN NaN NaN 非盲検 \n", "286 NaN NaN NaN 非盲検 \n", "\n", " 対照 割付け 研究目的 ... purpose \\\n", "0 プラセボ対照 並行群間比較 緩和 ... supportive care \n", "1 非対照 単群比較 その他 ... other \n", "2 実薬(治療)対照 並行群間比較 治療 ... treatment purpose \n", "3 無治療対照/標準治療対照 並行群間比較 治療 ... treatment purpose \n", "4 非対照 単群比較 治療 ... treatment purpose \n", ".. ... ... ... ... ... \n", "282 NaN NaN NaN ... NaN \n", "283 実薬(治療)対照 なし NaN ... NaN \n", "284 用量比較 あり NaN ... NaN \n", "285 無対照 NaN ... NaN \n", "286 無対照 なし NaN ... NaN \n", "\n", " Inclusion Criteria \\\n", "0 Eligible participants must meet the following ... \n", "1 1. Age 18 years or older on the day of consent... \n", "2 Patients undergoing ovarian cancer surgery at ... \n", "3 (1) Patients scheduled to undergo anatomical l... \n", "4 Parts 1, 2, and 3 inclusion criteria: \\n\\r\\n-H... \n", ".. ... \n", "282 NaN \n", "283 NaN \n", "284 NaN \n", "285 NaN \n", "286 NaN \n", "\n", " Exclusion Criteria \\\n", "0 Exclusion criteria apply if any of the followi... \n", "1 1. There is a skin disorder in the painful are... \n", "2 1.Minors\\n\\r\\n2.Emergency surgery\\n\\r\\n3.Patie... \n", "3 (1) Patients with a history of allergy to the ... \n", "4 Parts 1, 2, and 3 exclusion criteria:\\n\\r\\n-Ha... \n", ".. ... \n", "282 NaN \n", "283 NaN \n", "284 NaN \n", "285 NaN \n", "286 NaN \n", "\n", " Age Minimum Age Maximum \\\n", "0 18age old over No limit \n", "1 18age old over No limit \n", "2 18age old over 100age old not \n", "3 18age old over No limit \n", "4 18age old over No limit \n", ".. ... ... \n", "282 NaN NaN \n", "283 Age Month Week Day Hour Age Month Week Day Hour No limit \n", "284 Age Month Week Day Hour No limit Age Month Week Day Hour No limit \n", "285 20Age Month Week Day Hour over Age Month Week Day Hour No limit \n", "286 Age Month Week Day Hour No limit Age Month Week Day Hour No limit \n", "\n", " Gender Discontinuation Criteria Keyword \\\n", "0 NaN cancer, \n", "1 Both NaN \n", "2 Female NaN \n", "3 Both NaN \n", "4 Both NaN \n", ".. ... ... ... \n", "282

Both

NaN \n", "283 Both NaN \n", "284 Both NaN \n", "285 Both NaN \n", "286 Both NaN \n", "\n", " Intervention(s) Phase \n", "0 Participants will be exposed to either sounds ... NaN \n", "1 Four pads of the alternating magnetic field th... NaN \n", "2 Low-pressure ventilation and low venous pressu... NaN \n", "3 Treatment group\\n\\r\\nAdminister GRA 1mg intrav... NaN \n", "4 Drug: GSK4418959\\n\\r\\nDrug:PD-1 inhibitor NaN \n", ".. ... ... \n", "282 investigational material(s)
\\nGeneric name ... NaN \n", "283 Intervention type:BEHAVIOUR\\n\\nName of interve... NaN \n", "284 Intervention type:DRUG\\n\\nName of intervention... NaN \n", "285 Intervention type:\\n\\nName of intervention:\\n\\... NaN \n", "286 Intervention type:DRUG\\n\\nName of intervention... NaN \n", "\n", "[287 rows x 35 columns]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sorted_df" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "sorted_df.to_csv('../JRCT20241129Cancer.csv')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "gradio", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 2 }