{
"cells": [
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"from selenium import webdriver\n",
"from selenium.webdriver.common.by import By\n",
"from selenium.webdriver.support.ui import WebDriverWait\n",
"from selenium.webdriver.support import expected_conditions as EC\n",
"import csv\n",
"\n",
"\n",
"from selenium import webdriver\n",
"from selenium.webdriver.common.by import By\n",
"from selenium.webdriver.support.ui import WebDriverWait\n",
"from selenium.webdriver.support import expected_conditions as EC\n",
"import csv\n",
"\n",
"# CSVファイルの保存設定\n",
"output_file = \"search_results.csv\"\n",
"\n",
"# WebDriverを初期化\n",
"driver = webdriver.Chrome() # 必要に応じてChromeDriverを設定\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"def fetch_clinical_trials(disease_name=\"\", freeword=\"\"):\n",
" \"\"\"\n",
" 指定された対象疾患名およびフリーワード検索に基づいてjRCTから臨床試験情報を取得します。\n",
"\n",
" Args:\n",
" disease_name (str): 対象疾患名(例: \"がん 神経膠腫 骨髄腫\")\n",
" freeword (str): フリーワード検索(例: \"免疫療法\")\n",
"\n",
" Returns:\n",
" list: 検索結果のリスト([試験ID, タイトル, 対象疾患, 進捗状況, 日付, リンク])\n",
" \"\"\"\n",
" # WebDriverを初期化\n",
" driver = webdriver.Chrome() # 必要に応じてChromeDriverを設定\n",
"\n",
" all_results = []\n",
"\n",
" try:\n",
" # jRCTの検索ページにアクセス\n",
" driver.get(\"https://jrct.niph.go.jp/search\")\n",
"\n",
" # 対象疾患名を入力\n",
" if disease_name:\n",
" disease_field = WebDriverWait(driver, 10).until(\n",
" EC.presence_of_element_located((By.ID, \"reg-plobrem-1\"))\n",
" )\n",
" disease_field.send_keys(disease_name)\n",
"\n",
" # 対象疾患名の条件を「or」に設定\n",
" condition_select = driver.find_element(By.ID, \"reg-plobrem-type\")\n",
" condition_select.find_element(By.CSS_SELECTOR, \"option[value='1']\").click()\n",
"\n",
" # フリーワード検索を入力\n",
" if freeword:\n",
" freeword_field = WebDriverWait(driver, 10).until(\n",
" EC.presence_of_element_located((By.ID, \"demo-1\"))\n",
" )\n",
" freeword_field.send_keys(freeword)\n",
"\n",
" # フリーワード検索の条件を「or」に設定\n",
" condition_select = driver.find_element(By.ID, \"others\")\n",
" condition_select.find_element(By.CSS_SELECTOR, \"option[value='1']\").click()\n",
"\n",
" # 募集中を選択\n",
" recruitment_checkbox = driver.find_element(By.ID, \"reg-recruitment-2\")\n",
" recruitment_checkbox.click()\n",
"\n",
" # 検索ボタンをクリック\n",
" search_button = driver.find_element(By.NAME, \"button_type\")\n",
" search_button.click()\n",
"\n",
" # ページネーション対応ループ\n",
" while True:\n",
" # 現在のページの結果がロードされるのを待機\n",
" WebDriverWait(driver, 10).until(\n",
" EC.presence_of_element_located((By.CSS_SELECTOR, \"table tbody tr\"))\n",
" )\n",
"\n",
" # 現在のページの結果を取得\n",
" rows = driver.find_elements(By.CSS_SELECTOR, \"table tbody tr\")\n",
" for row in rows:\n",
" columns = row.find_elements(By.TAG_NAME, \"td\")\n",
" if len(columns) > 4:\n",
" # 試験情報をリストに追加\n",
" trial_id = columns[0].text\n",
" title = columns[1].text\n",
" condition = columns[2].text\n",
" status = columns[3].text\n",
" date = columns[4].text\n",
"\n",
" # リンクを取得(エラー処理を追加)\n",
" try:\n",
" link = columns[1].find_element(By.TAG_NAME, \"a\").get_attribute(\"href\")\n",
" except Exception as e:\n",
" link = \"リンク取得エラー\"\n",
"\n",
" all_results.append([trial_id, title, condition, status, date, link])\n",
"\n",
" # ページネーションの確認\n",
" try:\n",
" current_page = driver.find_element(By.CSS_SELECTOR, \"ul.pagination li.active\").text\n",
" print(f\"{current_page} ページ目を処理しました。\")\n",
" except Exception:\n",
" print(\"ページネーションが存在しません。全ての結果を取得しました。\")\n",
" break\n",
"\n",
" # 次ページボタンのリストを取得\n",
" pagination_buttons = driver.find_elements(By.CSS_SELECTOR, \"ul.pagination li a\")\n",
" next_button = None\n",
" for button in pagination_buttons:\n",
" if button.text.isdigit() and int(button.text) > int(current_page):\n",
" next_button = button\n",
" break\n",
"\n",
" if next_button:\n",
" next_button.click()\n",
" WebDriverWait(driver, 10).until(EC.staleness_of(rows[0])) # ページが変わるまで待機\n",
" else:\n",
" print(\"次のページはありません。全ての結果を取得しました。\")\n",
" break\n",
"\n",
" finally:\n",
" # ブラウザを閉じる\n",
" driver.quit()\n",
"\n",
" return all_results\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"def create_dataframe_from_urls(urls):\n",
" \"\"\"\n",
" URLのリストを受け取り、pandas DataFrameを作成します。\n",
" \"\"\"\n",
" \n",
" all_data = []\n",
"\n",
" for url in urls:\n",
" print(f\"Processing URL: {url}\")\n",
" # 各メソッドを使ってデータを取得\n",
" purpose = scrape_study_purpose(url)\n",
" design_details = scrape_jrct_details_with_english(url)\n",
" additional_details = scrape_jrct_details(url)\n",
"\n",
" # 統合する\n",
" data = {\"研究・治験の目的\": purpose, **design_details, **additional_details}\n",
" all_data.append(data)\n",
"\n",
" # pandas DataFrameに変換\n",
" return pd.DataFrame(all_data)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": []
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import requests\n",
"from bs4 import BeautifulSoup\n",
"\n",
"def scrape_study_purpose(url):\n",
" \"\"\"\n",
" 指定されたjRCT URLから研究・治験の目的を抽出します。\n",
" \"\"\"\n",
" response = requests.get(url)\n",
" response.raise_for_status()\n",
" soup = BeautifulSoup(response.text, 'html.parser')\n",
"\n",
" # \"研究・治験の目的\" を特定\n",
" purpose_label = soup.find('label', text='研究・治験の目的')\n",
" if purpose_label:\n",
" # \"研究・治験の目的\" に対応するデータを取得\n",
" purpose_td = purpose_label.find_parent('th').find_next_sibling('td')\n",
" if purpose_td:\n",
" return purpose_td.text.strip()\n",
"\n",
" return None\n",
"\n",
"\n",
"def scrape_jrct_details_with_english(url):\n",
" \"\"\"\n",
" 指定されたjRCT URLから試験デザイン情報(日本語と英語の両方)を抽出します。\n",
" \"\"\"\n",
" response = requests.get(url)\n",
" response.raise_for_status()\n",
" soup = BeautifulSoup(response.text, 'html.parser')\n",
"\n",
" data = {\"URL\": url}\n",
"\n",
" # 試験デザイン項目(日本語と英語をペアで取得)\n",
" design_labels = [\n",
" ('試験の種類', 'Study Type'),\n",
" ('無作為化', 'allocation'),\n",
" ('盲検化', 'masking'),\n",
" ('対照', 'control'),\n",
" ('割付け', 'assignment'),\n",
" ('研究目的', 'purpose')\n",
" ]\n",
"\n",
" for label_jp, label_en in design_labels:\n",
" label = soup.find('label', string=lambda text: text and label_jp in text)\n",
" if label:\n",
" # 日本語部分のtd\n",
" td_jp = label.find_parent('th').find_next_sibling('td')\n",
" # 英語部分のtd(次のtd要素)\n",
" td_en = td_jp.find_next_sibling('td') if td_jp else None\n",
"\n",
" # データに日本語と英語を追加\n",
" data[label_jp] = td_jp.text.strip() if td_jp else None\n",
" data[label_en] = td_en.text.strip() if td_en else None\n",
"\n",
" return data\n",
"\n",
"\n",
"def scrape_jrct_details(url):\n",
" \"\"\"\n",
" jRCTの指定URLから、必要な情報を抽出します。\n",
" \"\"\"\n",
" response = requests.get(url)\n",
" response.raise_for_status()\n",
" soup = BeautifulSoup(response.text, 'html.parser')\n",
"\n",
" data = {\"URL\": url}\n",
"\n",
" # 抽出項目とラベルの対応\n",
" labels = [\n",
" ('主たる選択基準', 'Inclusion Criteria'),\n",
" ('主たる除外基準', 'Exclusion Criteria'),\n",
" ('年齢下限', 'Age Minimum'),\n",
" ('年齢上限', 'Age Maximum'),\n",
" ('性別', 'Gender'),\n",
" ('中止基準', 'Discontinuation Criteria'),\n",
" ('対象疾患キーワード', 'Keyword'),\n",
" ('介入の内容', 'Intervention(s)')\n",
" ]\n",
"\n",
" for label_jp, label_en in labels:\n",
" # 日本語ラベルを検索\n",
" label = soup.find('label', string=lambda text: text and label_jp in text)\n",
" if label:\n",
" # 日本語部分のデータ\n",
" td_jp = label.find_parent('th').find_next_sibling('td')\n",
" # 英語部分のデータ\n",
" td_en = td_jp.find_next_sibling('td') if td_jp else None\n",
"\n",
" # データに追加\n",
" data[label_jp] = td_jp.decode_contents().strip().replace('
', '\\n') if td_jp else None\n",
" data[label_en] = td_en.decode_contents().strip().replace('
', '\\n') if td_en else None\n",
"\n",
" return data\n",
"\n",
"\n",
"def extract_jrct_links(results):\n",
" \"\"\"\n",
" fetch_clinical_trialsの結果からjRCT-Noを抽出し、詳細リンクを作成する。\n",
"\n",
" Args:\n",
" results (list): fetch_clinical_trialsから得られる結果リスト\n",
"\n",
" Returns:\n",
" list: jRCTの詳細ページリンクリスト\n",
" \"\"\"\n",
" base_url = \"https://jrct.niph.go.jp/latest-detail/\"\n",
" links = []\n",
" for result in results:\n",
" if len(result) > 0:\n",
" jrct_no = result[0] # jRCT-Noは結果リストの最初の要素\n",
" links.append(base_url + jrct_no)\n",
" return links\n",
"\n",
"\n",
"def create_dataframe_from_urls(urls):\n",
" \"\"\"\n",
" URLのリストを受け取り、pandas DataFrameを作成します。\n",
" \"\"\"\n",
" all_data = []\n",
"\n",
" for url in urls:\n",
" print(f\"Processing URL: {url}\")\n",
" # 各メソッドを使ってデータを取得\n",
" purpose = scrape_study_purpose(url)\n",
" design_details = scrape_jrct_details_with_english(url)\n",
" additional_details = scrape_jrct_details(url)\n",
"\n",
" # 統合する\n",
" data = {\"研究・治験の目的\": purpose, **design_details, **additional_details}\n",
" all_data.append(data)\n",
"\n",
" # pandas DataFrameに変換\n",
" return pd.DataFrame(all_data)\n",
"\n",
"def reorder_columns(df):\n",
" \"\"\"\n",
" DataFrame の列を日本語の列を前半に、英語の列を後半に並び替える。\n",
" \"\"\"\n",
" # 日本語と英語の列を分ける\n",
" jp_columns = [col for col in df.columns if all(ord(c) < 128 for c in col) is False] # 非 ASCII(日本語)文字列を含む列\n",
" en_columns = [col for col in df.columns if col not in jp_columns] # 残りの列を英語と仮定\n",
"\n",
" # 日本語列 + 英語列の順序で整列\n",
" ordered_columns = jp_columns + en_columns\n",
"\n",
" # 列を並び替えた DataFrame を返す\n",
" return df[ordered_columns]"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ページネーションが存在しません。全ての結果を取得しました。\n"
]
}
],
"source": [
"# WebDriverを初期化\n",
"driver = webdriver.Chrome() # 必要に応じてChromeDriverを設定\n",
"\n",
"# fetch_clinical_trialsを使って検索結果を取得\n",
"results = fetch_clinical_trials(disease_name=\"神経膠腫 骨髄腫\", freeword=\"\")"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2051240141\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/yw/qz00x75d7kb98f7vm8dkhkvw0000gn/T/ipykernel_40777/81950631.py:14: DeprecationWarning: The 'text' argument to find()-type methods is deprecated. Use 'string' instead.\n",
" purpose_label = soup.find('label', text='研究・治験の目的')\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2051240121\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT1031240239\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2041240056\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2021240013\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2031240090\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2031240014\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2041240003\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2031230660\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2021230055\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2061230084\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2071230097\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2071230095\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2011230049\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2051230108\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2051230069\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2031230223\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2051230065\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2031230087\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2032230060\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT1070230005\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2031230009\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2031230007\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2041220125\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2021220036\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2063220071\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2021220022\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2033220220\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2031220060\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCTs051220019\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2053220006\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2031210635\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2031210607\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2033210469\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCTs071210084\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCTs071210074\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2031210299\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2011210025\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCT2051210043\n",
"Processing URL: https://jrct.niph.go.jp/latest-detail/jRCTs031200320\n"
]
},
{
"ename": "HTTPError",
"evalue": "403 Client Error: Forbidden for url: https://jrct.niph.go.jp/latest-detail/jRCTs031200320",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mHTTPError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[0;32mIn[13], line 5\u001b[0m\n\u001b[1;32m 2\u001b[0m jrct_links \u001b[38;5;241m=\u001b[39m extract_jrct_links(results)\n\u001b[1;32m 4\u001b[0m \u001b[38;5;66;03m# 詳細リンクからデータフレームを作成\u001b[39;00m\n\u001b[0;32m----> 5\u001b[0m df \u001b[38;5;241m=\u001b[39m \u001b[43mcreate_dataframe_from_urls\u001b[49m\u001b[43m(\u001b[49m\u001b[43mjrct_links\u001b[49m\u001b[43m)\u001b[49m\n",
"Cell \u001b[0;32mIn[11], line 125\u001b[0m, in \u001b[0;36mcreate_dataframe_from_urls\u001b[0;34m(urls)\u001b[0m\n\u001b[1;32m 123\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mProcessing URL: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00murl\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 124\u001b[0m \u001b[38;5;66;03m# 各メソッドを使ってデータを取得\u001b[39;00m\n\u001b[0;32m--> 125\u001b[0m purpose \u001b[38;5;241m=\u001b[39m \u001b[43mscrape_study_purpose\u001b[49m\u001b[43m(\u001b[49m\u001b[43murl\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 126\u001b[0m design_details \u001b[38;5;241m=\u001b[39m scrape_jrct_details_with_english(url)\n\u001b[1;32m 127\u001b[0m additional_details \u001b[38;5;241m=\u001b[39m scrape_jrct_details(url)\n",
"Cell \u001b[0;32mIn[11], line 10\u001b[0m, in \u001b[0;36mscrape_study_purpose\u001b[0;34m(url)\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 7\u001b[0m \u001b[38;5;124;03m指定されたjRCT URLから研究・治験の目的を抽出します。\u001b[39;00m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 9\u001b[0m response \u001b[38;5;241m=\u001b[39m requests\u001b[38;5;241m.\u001b[39mget(url)\n\u001b[0;32m---> 10\u001b[0m \u001b[43mresponse\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mraise_for_status\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 11\u001b[0m soup \u001b[38;5;241m=\u001b[39m BeautifulSoup(response\u001b[38;5;241m.\u001b[39mtext, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mhtml.parser\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 13\u001b[0m \u001b[38;5;66;03m# \"研究・治験の目的\" を特定\u001b[39;00m\n",
"File \u001b[0;32m~/miniforge3/envs/gradio/lib/python3.12/site-packages/requests/models.py:1024\u001b[0m, in \u001b[0;36mResponse.raise_for_status\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1019\u001b[0m http_error_msg \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m 1020\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mstatus_code\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m Server Error: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mreason\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m for url: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39murl\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1021\u001b[0m )\n\u001b[1;32m 1023\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m http_error_msg:\n\u001b[0;32m-> 1024\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m HTTPError(http_error_msg, response\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m)\n",
"\u001b[0;31mHTTPError\u001b[0m: 403 Client Error: Forbidden for url: https://jrct.niph.go.jp/latest-detail/jRCTs031200320"
]
}
],
"source": [
" # jRCT詳細リンクを作成\n",
"jrct_links = extract_jrct_links(results)\n",
"\n",
" # 詳細リンクからデータフレームを作成\n",
"df = create_dataframe_from_urls(jrct_links)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
"# 整列後の DataFrame を作成\n",
"sorted_df = reorder_columns(df)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/yw/qz00x75d7kb98f7vm8dkhkvw0000gn/T/ipykernel_36648/2325933109.py:1: 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['JRCT ID'] = [result[0] for result in results]\n",
"/var/folders/yw/qz00x75d7kb98f7vm8dkhkvw0000gn/T/ipykernel_36648/2325933109.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"
]
}
],
"source": [
"sorted_df['JRCT ID'] = [result[0] for result in results]\n",
"sorted_df['Title'] = [result[1] for result in results]"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
"new_order = [\"JRCT ID\", \"Title\"] + [col for col in sorted_df.columns if col not in [\"JRCT ID\", \"Title\"]]"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"sorted_df = sorted_df[new_order]"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n", " | JRCT ID | \n", "Title | \n", "研究・治験の目的 | \n", "URL | \n", "無作為化 | \n", "allocation | \n", "盲検化 | \n", "masking | \n", "対照 | \n", "control | \n", "... | \n", "性別 | \n", "Gender | \n", "中止基準 | \n", "Discontinuation Criteria | \n", "対象疾患キーワード | \n", "Keyword | \n", "介入の内容 | \n", "Intervention(s) | \n", "試験の種類 | \n", "Study Type | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "jRCT2051240141 | \n", "新たに診断され放射線療法を完了したH3 K27M変異を有するびまん性神経膠腫の治療のためのO... | \n", "H3 K27M変異びまん性神経膠腫を有する被験者を対象に、放射線療法後に投与されたONC20... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2051... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "二重盲検 | \n", "double blind | \n", "プラセボ対照 | \n", "placebo control | \n", "... | \n", "\n", " | \n", " | \n", " | None | \n", "\n", " | \n", " | 被験者は、ベースラインでONC201週2回投与群、ONC201週1回投与群又はプラセボ投与群... | \n", "Participants will be randomized at baseline in... | \n", "NaN | \n", "NaN | \n", "
1 | \n", "jRCT2051240121 | \n", "放射線療法後の悪性神経膠腫の小児および若年成人を対象に、アベマシクリブ+テモゾロミドとテモゾ... | \n", "放射線療法後の悪性神経膠腫を有する小児および若年成人を対象に、アベマシクリブとテモゾロミドの... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2051... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "\n", " | \n", " | \n", " | None | \n", "\n", " | \n", " | 薬物 アベマシクリブ\\n\\r\\n経口投与\\n\\r\\nその他の名称 LY2835219\\n\\r... | \n", "Drug: Abemaciclib\\n\\r\\nAdministered orally\\n\\r... | \n", "NaN | \n", "NaN | \n", "
2 | \n", "jRCT1031240239 | \n", "JCOG2303: 可及的摘出されたIDH変異型星細胞腫の術後化学放射線療法に対する待機化学... | \n", "手術で可及的摘出(90%以上の摘出)されたIDH変異型星細胞腫Grade 3を対象に、標準治... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT1031... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "<患者の中止について>\\n\\r\\n(1) プロトコール治療無効と判断\\n\\r\\n(2) 有害... | \n", "None | \n", "\n", " | \n", " | A群:標準治療群[術後化学放射線療法]/ B群:試験治療群[Watch & Wait... | \n", "Group A: Standard treatment group [Adjuvant ch... | \n", "介入研究 | \n", "Interventional | \n", "
3 | \n", "jRCT2041240056 | \n", "[M23-001] 再発性又は難治性多発性骨髄腫患者を対象にABBV-383 を皮下投与する... | \n", "再発又は難治性(R/R)MMの成人患者を対象にABBV-383の安全性及び薬物動態を検討する。 | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2041... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "\n", " | \n", " | \n", " | None | \n", "\n", " | \n", " | 投与群:ABBV-383用量A\\n\\r\\nABBV-383の用量Aを151週間の試験期間中に... | \n", "Experimental: ABBV-383 Dose A\\n\\r\\nParticipant... | \n", "NaN | \n", "NaN | \n", "
4 | \n", "jRCT2021240013 | \n", "ノバルティスが実施した過去のサバトリマブ(MBG453)の試験を完了し,サバトリマブの継続投... | \n", "重篤な有害事象(SAE)及び有害事象(AE)を含めて,安全性を評価すること | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2021... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | サバトリマブ(MBG453):静脈内投与\\n\\r\\nアザシチジン:皮下投与又は静脈内投与\\n... | \n", "Sabatolimab (MBG453): Solution for intravenous... | \n", "NaN | \n", "NaN | \n", "
5 | \n", "jRCT2031240090 | \n", "再発悪性神経膠腫に対する治療用放射性薬剤64Cu-ATSMの有効性を検証するランダム化比較医... | \n", "再発・難治性悪性神経膠腫を対象として、64Cu-diacetyl-bis(N4-methyl... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2031... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "無治療対照/標準治療対照 | \n", "no treatment control/standard of care control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "1)プロトコール治療無効と判断された場合(無効中止)\\n\\r\\n2)\\t有害事象によりプロト... | \n", "None | \n", "膠芽腫、grade 3・4星細胞腫、grade 3乏突起膠腫 | \n", "glioblastoma, grade3/4 astrocytoma, grade3 oli... | \n", "A群:BPC療法\\n\\r\\n悪性神経膠腫に対して保険適用されている化学療法から患者の状態に合... | \n", "Group A: BPC Therapy\\n\\r\\nDepending on the pat... | \n", "NaN | \n", "NaN | \n", "
6 | \n", "jRCT2031240014 | \n", "自家幹細胞移植に非適応又は初回治療として自家幹細胞移植を予定していない未治療の多発性骨髄腫患... | \n", "本研究の目的は,teclistamabとダラツムマブ及びレナリドミドの併用(Tec-DR)並... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2031... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | Teclistamab -\\n\\r\\nTeclistamab,ダラツムマブ皮下投与製剤及びレ... | \n", "Teclistamab-Teclistamab, Daratumumab SC, Lenal... | \n", "NaN | \n", "NaN | \n", "
7 | \n", "jRCT2041240003 | \n", "再発又は難治性の多発性骨髄腫患者を対象に、AZD0305を単剤療法又は抗がん剤との併用療法と... | \n", "Treatment | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2041... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | AZD0305 を3週毎に静脈内投与する\\n | \n", "AZD0305 IV every 3 weeks\\n | \n", "NaN | \n", "NaN | \n", "
8 | \n", "jRCT2031230660 | \n", "再発又は難治性多発性骨髄腫患者を対象とした,単剤療法としてのCevostamab及びCevo... | \n", "本試験は、再発または難治性の多発性骨髄腫(R/R MM)患者を対象に、Cevostamab単... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2031... | \n", "非無作為化比較 | \n", "non-randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | cevostamab:Cevostamabは、1サイクルを28日間として2週間隔、4週間隔に... | \n", "cevostamab: Cevostamab will be administered in... | \n", "NaN | \n", "NaN | \n", "
9 | \n", "jRCT2021230055 | \n", "CD38 を標的とする前治療を受けた再発/難治性多発性骨髄腫患者を対象とした,エルラナタマブ... | \n", "再発または難治性多発性骨髄腫患者を対象に,エルラナタマブ単剤投与の有効性,安全性等を標準療法... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2021... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | エルラナタマブ(投与経路:皮下)\\n\\r\\nエロツズマブ(投与経路:静脈内)\\n\\r\\nポマ... | \n", "Drug: Elranatamab\\n\\r\\nElranatamab will be adm... | \n", "NaN | \n", "NaN | \n", "
10 | \n", "jRCT2061230084 | \n", "自家幹細胞移植後の奏効が不十分な初発多発性骨髄腫(NDMM)成人患者を対象とした、ideca... | \n", "自家幹細胞移植後の奏効が不十分なNDMM成人患者を対象に、ide-cel + LEN維持療法... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2061... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | A群\\n\\r\\n製品:イデカブタゲン ビクルユーセル\\n\\r\\n規定用量を規定された日に投与... | \n", "ArmA\\n\\r\\nBiological: idecabtagene vicleucel\\n... | \n", "NaN | \n", "NaN | \n", "
11 | \n", "jRCT2071230097 | \n", "再発又は難治性の多発性骨髄腫(RRMM)患者を対象にMezigdomide(CC-92480... | \n", "再発又は難治性多発性骨髄腫(RRMM)被験者を対象にmezigdomide(CC-92480... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2071... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | [日本人コホート] \\n\\r\\nMezigdomide/ボルテゾミブ/デキサメタゾン\\n\\r... | \n", "[Japan safety lead-in cohort]\\n\\r\\nMezigdomide... | \n", "NaN | \n", "NaN | \n", "
12 | \n", "jRCT2071230095 | \n", "再発又は難治性の多発性骨髄腫(RRMM)患者を対象にMezigdomide(CC-92480... | \n", "再発又は難治性多発性骨髄腫(RRMM)治験参加者を対象にmezigdomide、カルフィルゾ... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2071... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | A群:Mezigdomide、カルフィルゾミブ、デキサメタゾン\\n\\r\\nB群:カルフィルゾ... | \n", "Arm A: Mezigdomide, Carfilzomib and Dexamethas... | \n", "NaN | \n", "NaN | \n", "
13 | \n", "jRCT2011230049 | \n", "未治療多発性骨髄腫を対象とした自家末梢血幹細胞移植後の地固め療法としてIsatuximab、... | \n", "未治療多発性骨髄腫を対象とした自家末梢血幹細胞移植後の地固め療法としてのIsatuximab... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2011... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | 治験治療、自家末梢血幹細胞採取および移植、血液検査、骨髄検査等 | \n", "Study treatment,Autologous Peripheral Blood St... | \n", "NaN | \n", "NaN | \n", "
14 | \n", "jRCT2051230108 | \n", "再発及び難治性の多発性骨髄腫患者を対象としたBCMA x CD3 T細胞活性化抗体CC-93... | \n", "再発及び難治性の多発性骨髄腫の被験者でのCC-93269の安全性及び忍容性を評価する。 | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2051... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | CC-93269 | \n", "CC-93269 | \n", "NaN | \n", "NaN | \n", "
15 | \n", "jRCT2051230069 | \n", "神経膠腫患者に対するロムスチン療法とプロカルバジン、ロムスチン、ビンクリスチン併⽤療法の安全... | \n", "神経膠腫患者におけるロムスチン療法とプロカルバジン、ロムスチン、ビンクリスチン併⽤療法の安全... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2051... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "1) 投与継続が困難な有害事象が発現した場合\\t\\n\\r\\n2) 治験開始後... | \n", "None | \n", "\n", " | \n", " | <コホート1>\\n\\r\\nロムスチン130 mg/m2を6週間ごとに経⼝投与する。\\n\\r\\... | \n", "<cohort1>\\n\\r\\nLomustine 130 mg/m2 orall... | \n", "NaN | \n", "NaN | \n", "
16 | \n", "jRCT2031230223 | \n", "新たに診断された多発性骨髄腫(NDMM)患者を対象として自家幹細胞移植(ASCT)後のibe... | \n", "新たに診断された多発性骨髄腫(NDMM)患者を対象として、自家幹細胞移植(ASCT)後のレナ... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2031... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | A1群: Iberdomide 用量 1レベル\\n\\r\\nA2群: Iberdomide 用... | \n", "Arm A1: Iberdomide Dose 1\\n\\r\\nArm A2: Iberdom... | \n", "NaN | \n", "NaN | \n", "
17 | \n", "jRCT2051230065 | \n", "多発性骨髄腫患者を対象として belantamab の単剤療法と他の治療との併用療法の安全性... | \n", "パート 1:3ライン以上の前治療を受けた(4L+)再発・難治性多発性骨髄腫(RRMM)患者を... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2051... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | パート1:\\n\\r\\n被験薬:Belantamab\\n\\r\\n被験薬:ベランタマブ マホドチ... | \n", "Part1:\\n\\r\\nDrug: Belantamab\\n\\r\\nDrug: Belant... | \n", "NaN | \n", "NaN | \n", "
18 | \n", "jRCT2031230087 | \n", "再発又は難治性の多発性骨髄腫患者を対象としたREGN5458(抗BCMA ⅹ 抗CD3二重特... | \n", "・本治験の第I相用量漸増パート:再発又は難治性MM患者を対象に、単剤療法としてのREGN54... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2031... | \n", "非無作為化比較 | \n", "non-randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | 被験薬: REGN5458静脈内投与\\n\\r\\n第II相: 疾患進行が認められるまで、又はそ... | \n", "Drug: REGN5458 administered by intravenous (IV... | \n", "NaN | \n", "NaN | \n", "
19 | \n", "jRCT2032230060 | \n", "初発IDH野生型低悪性度神経膠腫に対する交流電場腫瘍治療システムの有効性と安全性を検証する多... | \n", "初発IDH野生型低悪性度神経膠腫を対象に、放射線化学療法後のテモゾロミド維持療法期における交... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2032... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "以下のいずれかの場合、プロトコール治療(テモゾロミド維持療法6サイクル及びHeadG2)を中... | \n", "None | \n", "神経膠腫 | \n", "Glioma | \n", "本品を使用する患者は、頭髪をすべて剃り、TTF ジェネレーターに接続した4枚のINE トラン... | \n", "The patient using the product should shave all... | \n", "NaN | \n", "NaN | \n", "
20 | \n", "jRCT1070230005 | \n", "迅速ウイルスPCR法によるウイルス感染症の早期診断 | \n", "ウイルス感染疾患が疑われる患者について、検体を採取し、本診断法により①単純ヘルペスウイルス1... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT1070... | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | ... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "白血病、悪性リンパ腫、多発性骨髄腫、再生不良性貧血、骨髄異形成症候群 | \n", "Leukemia, malignant lymphoma, multiple myeloma... | \n", "\n", " | \n", " | 観察研究 | \n", "Observational | \n", "
21 | \n", "jRCT2031230009 | \n", "先行する第I、II及びIII相試験完了後も引き続きイサツキシマブに基づく治療によるベネフィッ... | \n", "本治験は、先行する第I、II及びIII相試験完了後も引き続きイサツキシマブに基づく治療による... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2031... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | 薬剤:イサツキシマブ IV(SAR650984)\\n\\r\\n 剤形:バイアル、投与経路:静脈... | \n", "Drug: Isatuximab IV (SAR650984)\\n\\r\\n Pharmace... | \n", "NaN | \n", "NaN | \n", "
22 | \n", "jRCT2031230007 | \n", "BRAF融合遺伝子陽性の進行・再発の低悪性度神経膠腫または膵癌に対するビニメチニブの第Ⅱ相医... | \n", "BRAF融合遺伝子または遺伝子再構成陽性の切除不能または再発の低悪性度神経膠腫(コホート A... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2031... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "1)\\t以下のいずれかによりプロトコール治療無効と判断された場合(無効中止)\\n\\r\\n①\\... | \n", "None | \n", "BRAF融合遺伝子、BRAF遺伝子再構成、低悪性度神経膠腫、膵癌 | \n", "BRAF fusion gene, BRAF rearrangement, low-grad... | \n", "ビニメチニブとして1回45 mgを1日2回経口投与する。 | \n", "Binimetinib is administered 45 mg orally, twic... | \n", "NaN | \n", "NaN | \n", "
23 | \n", "jRCT2041220125 | \n", "抗CD38 モノクローナル抗体及びレナリドミドを含む1~3 ラインの前治療歴がある再発又は難... | \n", "本試験の目的は,teclistamabの有効性をPVd/Kdと比較することである。 | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2041... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | Teclistamab:被験者はteclistamab単剤療法を受ける。Teclistama... | \n", "Teclistamab: Participants will receive teclist... | \n", "NaN | \n", "NaN | \n", "
24 | \n", "jRCT2021220036 | \n", "MAGNETISMM-6:移植非適応の初発多発性骨髄腫患者を対象としてエルラナタマブ(PF-... | \n", "本治験のパート 1 では多発性骨髄腫(MM)患者を対象として,エルラナタマブとダラツムマブお... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2021... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | パート1 用量レベル1:エルラナタマブ,ダラツムマブ,レナリドミド\\n\\r\\nパート1 用量... | \n", "Part 1 Dose Level 1:Elranatamab, Daratumumab, ... | \n", "NaN | \n", "NaN | \n", "
25 | \n", "jRCT2063220071 | \n", "移植適応のある初発の多発性骨髄腫被験者を対象としたダラツムマブ,ボルテゾミブ,レナリドミド及... | \n", "無増悪生存期間(PFS)及び持続的微小残存病変(MRD)陰性complete respons... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2063... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | ・A群(DVRd導入療法 + ASCT + DVRd地固め療法 + レナリドミド維持療法)\\... | \n", "- Arm A (DVRd Induction + ASCT + DVRd Consolid... | \n", "NaN | \n", "NaN | \n", "
26 | \n", "jRCT2021220022 | \n", "[M22-947] 再発又は難治性多発性骨髄腫患者を対象とした薬物治療レジメンを併用したAB... | \n", "再発又は難治性多発性骨髄腫患者を対象にポマリドミド-デキサメタソン(Pd),レナリドミド-デ... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2021... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | 1サイクルを28日間とし,ABBV-383(静脈内投与)とポマリドミド(経口)+デキサメタゾ... | \n", "Participants will receive intravenous (IV) ABB... | \n", "NaN | \n", "NaN | \n", "
27 | \n", "jRCT2033220220 | \n", "Ciltacabtagene autoleucel の投与を受けた患者を対象とした長期追跡調査試験 | \n", "この試験の目的は、ciltacabtagene autoleucel(Cilta-cel)投... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2033... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | Cilta-cel:本試験は、先行試験でcilta-celの投与を受けた被験者に対する追跡調... | \n", "Cilta-cel:Participants who had received cilta-... | \n", "NaN | \n", "NaN | \n", "
28 | \n", "jRCT2031220060 | \n", "自家造血幹細胞移植後の初発多発性骨髄腫患者を対象としてエルラナタマブ(PF 06863135... | \n", "自家造血幹細胞移植後に初発多発性骨髄腫患者を対象として,PF-06863135の単剤投与がレ... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2031... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | Elranatamab \\n\\r\\nBCMAおよびCD3を標的とする二重特異性抗体\\n\\r\\... | \n", "Drug: Elranatamab \\n\\r\\nBCMA-CD3 bispecific an... | \n", "NaN | \n", "NaN | \n", "
29 | \n", "jRCTs051220019 | \n", "再発悪性神経膠腫に対するホウ素中性子捕捉療法で生じる腫瘍局所の早期反応のPETによる探索 | \n", "BNCT(Boron Neutron Capture Therapy:ホウ素中性子捕捉療法)... | \n", "https://jrct.niph.go.jp/latest-detail/jRCTs051... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "・BNCT実施の中止:\\n\\r\\n同意取得に到った後に、選択基準に背馳する事象、または除外基... | \n", "None | \n", "\n", " | \n", " | 標準治療後の再発悪性神経膠腫の患者を対象に、サイクロトロン中性子照射システム(NeuCure... | \n", "BNCT is performed in combination with a cyclot... | \n", "介入研究 | \n", "Interventional | \n", "
30 | \n", "jRCT2053220006 | \n", "製品規格に適合しないIDECABTAGENE VICLEUCELを被験者に投与する拡大アクセ... | \n", "本治験の主要目的は、不適合ide-celの安全性を評価することである。 | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2053... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | ide-celの添付文書、治験実施医療機関の通常診療慣行に従い、また担当医師の判断に基づき、... | \n", "In accordance with the ide-cel prescribing inf... | \n", "NaN | \n", "NaN | \n", "
31 | \n", "jRCT2031210635 | \n", "再発又は難治性多発性骨髄腫患者を対象としてteclistamabとダラツムマブ皮下投与製剤の... | \n", "本治験の目的は,teclistamab とダラツムマブ皮下投与製剤(SC)の併用(Tec-D... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2031... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | ダラツムマブ\\n\\r\\nA群:Teclistamab-ダラツムマブ(Tec-Dara)\\n\\... | \n", "Daratumumab\\n\\r\\nArm A: Teclistamab-daratumuma... | \n", "NaN | \n", "NaN | \n", "
32 | \n", "jRCT2031210607 | \n", "有効な治療法がない又は他の治療法が適さない再発・難治性多発性骨髄腫患者を対象としたベランタマ... | \n", "既存の治療法でベネフィットが得られず、進行中又は実施予定の本剤の臨床試験に適格でなく、かつ適... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2031... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | 被験薬:Belantamab mafodotin(ヒト化抗BCMAモノクローナル抗体)\\n\\... | \n", "Belantamab mafodotin (anti-BCMA (B-cell matura... | \n", "NaN | \n", "NaN | \n", "
33 | \n", "jRCT2033210469 | \n", "デリタクト注使用成績比較調査 | \n", "使用実態下におけるデリタクト注の悪性神経膠腫患者に対する安全性及び有効性を確認することを目的... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2033... | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | ... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | \n", " | \n", " | NaN | \n", "NaN | \n", "
34 | \n", "jRCTs071210084 | \n", "未治療の高齢多発性骨髄腫に対する新規薬剤と自家移植を組み合わせたシークエンス治療を固定期間で... | \n", "未治療の高齢者多発性骨髄腫に対する新規薬剤と自家移植を組み合わせたシークエンス治療を固定期間... | \n", "https://jrct.niph.go.jp/latest-detail/jRCTs071... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "1) 原病の増悪が認められた場合もしくは治療効果なしと判断された場合\\n\\r\\n2) 次... | \n", "None | \n", "\n", " | \n", " | 1. ダラツムマブ+レナリドミド+デキサメサゾン併用寛解導入療法 (DRD療法)\\n\\r\\n... | \n", "1. Daratumumab + lenalidomide + dexamethasone ... | \n", "介入研究 | \n", "Interventional | \n", "
35 | \n", "jRCTs071210074 | \n", "未治療多発性骨髄腫に対するダラツムマブ、レナリドミドおよびデキサメタゾン療法に治療奏効で層別... | \n", "未治療多発性骨髄腫に対し、ダラツムマブ、レナリドミドおよびデキサメサゾン投与による寛解導入療... | \n", "https://jrct.niph.go.jp/latest-detail/jRCTs071... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "1) 原病の増悪が認められた場合もしくは治療効果なしと判断された場合\\n\\r\\n2) 次... | \n", "None | \n", "\n", " | \n", " | 1)寛解導入療法\\n\\r\\nDRD療法 1,2コース:Dara IV 16mg/kg or ... | \n", "1) Induction therapy\\n\\r\\nDRD therapy 1,2 cour... | \n", "介入研究 | \n", "Interventional | \n", "
36 | \n", "jRCT2031210299 | \n", "再発悪性神経膠腫患者を対象としたDSP-0390の第1相試験 | \n", "再発悪性神経膠腫患者を対象にDSP-0390を経口投与したときの安全性、薬物動態、薬力学及び... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2031... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | DSP-0390を1日1回経口投与する。1サイクルを28日間とし、安全性及び治療レスポンスを... | \n", "Patients will receive DSP-0390 orally once dai... | \n", "NaN | \n", "NaN | \n", "
37 | \n", "jRCT2011210025 | \n", "造血幹細胞移植の適応とならない初発の多発性骨髄腫患者を対象として,ボルテゾミブ,レナリドミド... | \n", "造血幹細胞移植が適応とならない初発の多発性骨髄腫患者において,VRd 導入療法後にJNJ-6... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2011... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | A群\\n\\r\\n被験者は,ランダム化を行う前にボルテゾミブ,レナリドミド及びデキサメタゾン(... | \n", "Arm A\\n\\r\\nParticipants will receive bortezomi... | \n", "NaN | \n", "NaN | \n", "
38 | \n", "jRCT2051210043 | \n", "再発又は難治性の多発性骨髄腫(RRMM)患者を対象にiberdomide、ダラツムマブ及びデ... | \n", "再発又は難治性の多発性骨髄腫(RRMM)患者を対象に無増悪生存期間(PFS)についてiber... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2051... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | 【IberDd】第1ステージにおいて、Iberdomide(CC-220)1.0mg、1.3... | \n", "[IberDd] At the First Stage, Iberdomide (CC-22... | \n", "NaN | \n", "NaN | \n", "
39 | \n", "jRCTs031200320 | \n", "JCOG1911: 高齢者または移植拒否若年者の未治療多発性骨髄腫患者に対するダラツムマブ+... | \n", "高齢または移植拒否若年の未治療多発性骨髄腫患者に対するダラツムマブ+メルファラン+プレドニゾ... | \n", "https://jrct.niph.go.jp/latest-detail/jRCTs031... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "非盲検 | \n", "open(masking not used) | \n", "実薬(治療)対照 | \n", "active control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "<患者の中止について>\\n\\r\\nD-MPB療法の中止規準\\n\\r\\n(1)\\tD-MPB療... | \n", "None | \n", "\n", " | \n", " | 導入療法(A・B群共通):D-MPB療法(3週1コースとして合計18コース行う)、第1コース... | \n", "Induction therapy (both arm A and arm B) D-MPB... | \n", "介入研究 | \n", "Interventional | \n", "
40 | \n", "jRCT2033200278 | \n", "MMG49 抗原陽性の再発・難治性多発性骨髄腫患者を対象に OPC-415 の安全性及び有効... | \n", "【第 I 相部分】\\r\\n• 骨髄腫細胞特異的抗体( MMG49)抗原陽性の再発・難治性のM... | \n", "https://jrct.niph.go.jp/latest-detail/jRCT2033... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "\n", " | None | \n", "\n", " | \n", " | OPC-415 (上限1×10^7個/kg), 2日間投与\\n | \n", "OPC-415 (up to 1X10^7cells/kg)\\n\\r\\nOn 2 days\\... | \n", "NaN | \n", "NaN | \n", "
41 | \n", "jRCTs071190010 | \n", "悪性神経膠腫に対する高圧酸素療法、メマンチン塩酸塩併用放射線化学治療:第Ⅲ相ランダム化比較試験 | \n", "悪性神経膠腫患者に対する放射線照射療法によって引き起こされる認知機能低下が、メマンチン塩酸塩... | \n", "https://jrct.niph.go.jp/latest-detail/jRCTs071... | \n", "無作為化比較 | \n", "randomized controlled trial | \n", "二重盲検 | \n", "double blind | \n", "プラセボ対照 | \n", "placebo control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "CTCAE v4.0 Grade 1-2の場合は、メマンチン塩酸塩内服の継続・増量可とし、G... | \n", "None | \n", "膠芽腫、退形成性星細胞腫、退形成性乏突起膠腫 | \n", "gliobalastoma, anaplastic astrocytoma,anaplast... | \n", "プロトコル治療は放射線照射療法の適用が決定次第、開始される。プロトコル治療の併用療法として、... | \n", "1)Arm A: Patients randomly selected group have... | \n", "介入研究 | \n", "Interventional | \n", "
42 | \n", "jRCTs021180010 | \n", "塩酸ニムスチン(ACNU)を用いたconvection enhanced delivery法... | \n", "悪性脊髄神経膠腫に対する塩酸ニムスチンを用いたconvection enhanced del... | \n", "https://jrct.niph.go.jp/latest-detail/jRCTs021... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "無治療対照/標準治療対照 | \n", "no treatment control/standard of care control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "以下のいずれかの場合プロトコール治療中止とする。\\n\\r\\n(ア)\\t後述する有害事象により... | \n", "None | \n", "脊髄腫瘍 | \n", "Spinal cord tumor | \n", "ACNU(0.25 mg/ml, 4ml)のCED法による脊髄髄内注入\\n\\r\\nテモゾロミ... | \n", "ACNU delivery (0.25 mg/ml, 4ml) into the spin... | \n", "介入研究 | \n", "Interventional | \n", "
43 | \n", "jRCTs061180085 | \n", "初発悪性神経膠腫に対する手術、術後放射線治療およびTemozolomide併用の標準治療と、... | \n", "初発悪性神経膠腫において手術、放射線治療およびTemozolomideを受ける、化学療法未施... | \n", "https://jrct.niph.go.jp/latest-detail/jRCTs061... | \n", "非無作為化比較 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "非対照 | \n", "uncontrolled control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "非血液毒性\\n\\r\\n1)試験薬投与後、投与前と比較して症状の悪化または臨床検査値の異常変動... | \n", "None | \n", "\n", " | \n", " | 1)WT1-W10ペプチド癌ワクチン療法\\n\\r\\nWT1-W10ペプチド癌ワクチン療法とし... | \n", "1)\\tWT1-W10 peptide immunotherapy\\n\\r\\nIntrade... | \n", "介入研究 | \n", "Interventional | \n", "
44 | \n", "jRCTs031180170 | \n", "初発悪性神経膠腫に対するVEGFR1/2ペプチドワクチンの第I/II相臨床試験 | \n", "初発悪性神経膠腫に対するVEGFR1/2由来のHLA-A*2402拘束性エピトープペプチドを... | \n", "https://jrct.niph.go.jp/latest-detail/jRCTs031... | \n", "単一群 | \n", "single arm study | \n", "非盲検 | \n", "open(masking not used) | \n", "ヒストリカルコントロール | \n", "historical control | \n", "... | \n", "男性・女性 | \n", "Both | \n", "症例登録の中止\\n\\r\\n1)原疾患の増悪\\n\\r\\n2)治療を中止すべき重篤な有害事象の発... | \n", "None | \n", "悪性神経膠腫 | \n", "Malignant glioma | \n", "VEGFR1およびVEGFR2ペプチド(各2mg)とIFA混合液の皮下投与。毎週投与8回後、... | \n", "Subcutaneous injection of VEGFR1 and VEGFR2 pe... | \n", "介入研究 | \n", "Interventional | \n", "
45 rows × 32 columns
\n", "