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一、工作总览

目前筛选出15篇对NPs研究细胞存活性的研究性文献

列表如下:

  • 1Systematic toxicity evaluation of polystyrene nanoplastics on mice and molecular mechanism investigation about their internalization into Caco-2 cells
  • 2Differences in toxicity induced by the various polymer types of nanoplastics on HepG2 cells
  • 3Cytotoxic effect of polystyrene nanoplastics in human umbilical vein endothelial cells (HUVECs) and normal rat kidney cells (NRK52E)
  • 4Cytotoxic effects of polystyrene nanoplastics with different surface functionalization on human HepG2 cells
  • 5Micro-sized polyethylene particles affect cell viability and oxidative stress responses in human colorectal adenocarcinoma Caco-2 and HT-29 cells
  • 6Toxicity of polystyrene nanoplastics to human embryonic kidney cells and human normal liver cells Effect of particle size and Pb2+ enrichment
  • 7Hazard assessment of different-sized polystyrene nanoplastics in hematopoietic human cell lines
  • 8Mechanistic toxicity assessment of differently sized and charged polystyrene nanoparticles based on human placental cells
  • 9Combined cytotoxicity of polystyrene nanoplastics and phthalate esters on human lung epithelial A549 cells and its mechanism
  • 10Pulmonary toxicology assessment of polyethylene terephthalate nanoplastic particles in vitro
  • 11Preparation of fragmented polyethylene nanoplastics using a focused ultrasonic system and assessment of their cytotoxic effects on human cells
  • 12Nanoplastics activate a TLR4p38-mediated pro-inflammatory response in human intestinal and mouse microglia cells
  • 13Hazard assessment of nanoplastics is driven by their surface-functionalization. Effects in human-derived primary endothelial cells
  • 14The size-dependent effects of nanoplastics in mouse primary hepatocytes from cells to molecules
  • 15Amino-modified polystyrene nanoplastics induced multiple response of Artemia hemocytes

总结:

  • NPs都是从上海、北京、天津的生物科技公司采购得到的

表1 Dataset

Article IDParticle IDPolymer typeSurface functionalizationSize (nm)ShapeZeta potential (mV) in distilled waterExposure time (h)Concentration of NPs(μg/mL)Biological modelSurvival rate(%)
11PSPristine100Spherical-2424.030Caco-299.90%
12PSPristine100Spherical-2424.060Caco-2102.77%
13PSPristine100Spherical-2424.0120Caco-294.12%
14PSPristine100Spherical-2424.0240Caco-290.48%
15PSPristine100Spherical-2424.0480Caco-268.73%
16PS-COOHCarboxylated100Spherical-2124.030Caco-293.49%
17PS-COOHCarboxylated100Spherical-2124.060Caco-296.82%
18PS-COOHCarboxylated100Spherical-2124.0120Caco-284.54%
19PS-COOHCarboxylated100Spherical-2124.0240Caco-289.54%
110PS-COOHCarboxylated100Spherical-2124.0480Caco-287.30%
111PS-NH2Aminated100Spherical-1624.030Caco-282.25%
112PS-NH2Aminated100Spherical-1624.060Caco-274.16%
113PS-NH2Aminated100Spherical-1624.0120Caco-255.47%
114PS-NH2Aminated100Spherical-1624.0240Caco-267.71%
115PS-NH2Aminated100Spherical-1624.0480Caco-263.24%
116PSPristine100Spherical-2448.030Caco-294.93%
117PSPristine100Spherical-2448.060Caco-285.60%
118PSPristine100Spherical-2448.0120Caco-278.93%
119PSPristine100Spherical-2448.0240Caco-276.27%
120PSPristine100Spherical-2448.0480Caco-268.00%
121PS-COOHCarboxylated100Spherical-2148.030Caco-279.47%
122PS-COOHCarboxylated100Spherical-2148.060Caco-283.47%
123PS-COOHCarboxylated100Spherical-2148.0120Caco-286.40%
124PS-COOHCarboxylated100Spherical-2148.0240Caco-260.00%
125PS-COOHCarboxylated100Spherical-2148.0480Caco-248.27%
126PS-NH2Aminated100Spherical-1648.030Caco-288.27%
127PS-NH2Aminated100Spherical-1648.060Caco-277.07%
128PS-NH2Aminated100Spherical-1648.0120Caco-270.93%
129PS-NH2Aminated100Spherical-1648.0240Caco-262.67%
130PS-NH2Aminated100Spherical-1648.0480Caco-267.20%
131PSPristine100Spherical-2496.030Caco-272.20%
132PSPristine100Spherical-2496.060Caco-283.88%
133PSPristine100Spherical-2496.0120Caco-254.67%
134PSPristine100Spherical-2496.0240Caco-269.39%
135PSPristine100Spherical-2496.0480Caco-237.85%
136PS-COOHCarboxylated100Spherical-2196.030Caco-257.24%
137PS-COOHCarboxylated100Spherical-2196.060Caco-249.07%
138PS-COOHCarboxylated100Spherical-2196.0120Caco-253.50%
139PS-COOHCarboxylated100Spherical-2196.0240Caco-236.92%
140PS-COOHCarboxylated100Spherical-2196.0480Caco-227.10%
141PS-NH2Aminated100Spherical-1696.030Caco-252.80%
142PS-NH2Aminated100Spherical-1696.060Caco-260.05%
143PS-NH2Aminated100Spherical-1696.0120Caco-255.84%
144PS-NH2Aminated100Spherical-1696.0240Caco-242.29%
145PS-NH2Aminated100Spherical-1696.0480Caco-240.19%
246PETPristine200Spherical-2524.00HepG2101.12%
247PETPristine200Spherical-2524.010HepG298.21%
248PETPristine200Spherical-2524.020HepG298.73%
249PETPristine200Spherical-2524.050HepG292.68%
250PETPristine200Spherical-2524.0100HepG279.77%
251PETPristine200Spherical-2524.0150HepG261.14%
252PVCPristine200Spherical-33.524.00HepG2100.29%
253PVCPristine200Spherical-33.524.010HepG2109.69%
254PVCPristine200Spherical-33.524.020HepG2107.12%
255PVCPristine200Spherical-33.524.050HepG2101.99%
256PVCPristine200Spherical-33.524.0100HepG296.58%
257PVCPristine200Spherical-33.524.0150HepG270.94%
258PSPristine200Spherical-3024.00HepG2100.52%
259PSPristine200Spherical-3024.010HepG299.56%
260PSPristine200Spherical-3024.020HepG2104.57%
261PSPristine200Spherical-3024.050HepG2109.30%
262PSPristine200Spherical-3024.0100HepG2104.08%
263PSPristine200Spherical-3024.0150HepG2109.09%
364PSPristine20Spherical-2924.01NRK52E99.80%
365PSPristine20Spherical-2948.01NRK52E98.41%
366PSPristine20Spherical-2972.01NRK52E97.88%
367PSPristine20Spherical-2924.05NRK52E95.62%
368PSPristine20Spherical-2948.05NRK52E93.02%
369PSPristine20Spherical-2972.05NRK52E86.96%
370PSPristine20Spherical-2924.010NRK52E88.34%
371PSPristine20Spherical-2948.010NRK52E81.41%
372PSPristine20Spherical-2972.010NRK52E69.12%
373PSPristine20Spherical-2924.025NRK52E75.51%
374PSPristine20Spherical-2948.025NRK52E67.89%
375PSPristine20Spherical-2972.025NRK52E53.70%
376PSPristine20Spherical-2924.050NRK52E58.88%
377PSPristine20Spherical-2948.050NRK52E49.01%
378PSPristine20Spherical-2972.050NRK52E35.17%
379PSPristine20Spherical-2924.0100NRK52E25.64%
380PSPristine20Spherical-2948.0100NRK52E21.48%
381PSPristine20Spherical-2972.0100NRK52E16.98%
382PSPristine20Spherical-2924.0200NRK52E24.75%
383PSPristine20Spherical-2948.0200NRK52E13.67%
384PSPristine20Spherical-2972.0200NRK52E10.03%
385PSPristine20Spherical-2924.01HUVECs98.82%
386PSPristine20Spherical-2948.01HUVECs97.62%
387PSPristine20Spherical-2972.01HUVECs95.39%
388PSPristine20Spherical-2924.05HUVECs92.99%
389PSPristine20Spherical-2948.05HUVECs91.11%
390PSPristine20Spherical-2972.05HUVECs88.36%
391PSPristine20Spherical-2924.010HUVECs84.75%
392PSPristine20Spherical-2948.010HUVECs79.77%
393PSPristine20Spherical-2972.010HUVECs71.34%
394PSPristine20Spherical-2924.025HUVECs71.69%
395PSPristine20Spherical-2948.025HUVECs63.44%
396PSPristine20Spherical-2972.025HUVECs55.18%
397PSPristine20Spherical-2924.050HUVECs53.47%
398PSPristine20Spherical-2948.050HUVECs42.29%
399PSPristine20Spherical-2972.050HUVECs34.55%
3100PSPristine20Spherical-2924.0100HUVECs22.69%
3101PSPristine20Spherical-2948.0100HUVECs18.39%
3102PSPristine20Spherical-2972.0100HUVECs10.48%
3103PSPristine20Spherical-2924.0200HUVECs19.78%
3104PSPristine20Spherical-2948.0200HUVECs15.14%
3105PSPristine20Spherical-2972.0200HUVECs8.78%
4106PSPristine50Spherical24.010HepG297.15%
4107PSPristine50Spherical24.050HepG283.54%
4108PSPristine50Spherical24.0100HepG275.31%
4109PS-COOHCarboxylated50Spherical24.010HepG291.97%
4110PS-COOHCarboxylated50Spherical24.050HepG265.20%
4111PS-COOHCarboxylated50Spherical24.0100HepG254.82%
4112PS-NH2Aminated50Spherical24.010HepG293.25%
4113PS-NH2Aminated50Spherical24.050HepG273.66%
4114PS-NH2Aminated50Spherical24.0100HepG254.07%
5115PEPristine7000Spherical48.0250Caco-281.58%
5116PEPristine7000Spherical48.0500Caco-272.81%
5117PEPristine7000Spherical48.0750Caco-276.02%
5118PEPristine7000Spherical48.01000Caco-265.10%
5119PEPristine7000Spherical48.0250HT-2997.22%
5120PEPristine7000Spherical48.0500HT-2985.22%
5121PEPristine7000Spherical48.0750HT-2979.44%
5122PEPristine7000Spherical48.01000HT-2975.37%
6123PSPristine20Spherical-38.324.01293T103.00%
6124PSPristine60Spherical-2924.01293T102.79%
6125PSPristine100Spherical24.01293T100.01%
6126PSPristine500Spherical24.01293T101.30%
6127PSPristine1000Spherical24.01293T100.02%
6128PSPristine20Spherical-38.324.01LO299.17%
6129PSPristine60Spherical-2924.01LO299.17%
6130PSPristine100Spherical24.01LO2100.03%
6131PSPristine500Spherical24.01LO298.75%
6132PSPristine1000Spherical24.01LO298.32%
6133PSPristine20Spherical-38.324.05293T86.59%
6134PSPristine60Spherical-2924.05293T93.00%
6135PSPristine100Spherical24.05293T99.20%
6136PSPristine500Spherical24.05293T100.06%
6137PSPristine1000Spherical24.05293T101.56%
6138PSPristine20Spherical-38.324.05LO279.77%
6139PSPristine60Spherical-2924.05LO297.50%
6140PSPristine100Spherical24.05LO299.86%
6141PSPristine500Spherical24.05LO293.88%
6142PSPristine1000Spherical24.05LO297.94%
6143PSPristine20Spherical-38.324.025293T41.12%
6144PSPristine60Spherical-2924.025293T87.70%
6145PSPristine100Spherical24.025293T92.41%
6146PSPristine500Spherical24.025293T99.04%
6147PSPristine1000Spherical24.025293T100.75%
6148PSPristine20Spherical-38.324.025LO241.99%
6149PSPristine60Spherical-2924.025LO299.26%
6150PSPristine100Spherical24.025LO297.77%
6151PSPristine500Spherical24.025LO2103.11%
6152PSPristine1000Spherical24.025LO2100.12%
6153PSPristine20Spherical-38.324.075293T3.34%
6154PSPristine60Spherical-2924.075293T80.48%
6155PSPristine100Spherical24.075293T89.46%
6156PSPristine500Spherical24.075293T99.93%
6157PSPristine1000Spherical24.075293T100.15%
6158PSPristine20Spherical-38.324.075LO215.11%
6159PSPristine60Spherical-2924.075LO2100.37%
6160PSPristine100Spherical24.075LO2100.38%
6161PSPristine500Spherical24.075LO2103.37%
6162PSPristine1000Spherical24.075LO2102.09%
6163PSPristine20Spherical-38.324.0125293T4.03%
6164PSPristine60Spherical-2924.0125293T74.12%
6165PSPristine100Spherical24.0125293T78.61%
6166PSPristine500Spherical24.0125293T99.98%
6167PSPristine1000Spherical24.0125293T101.69%
6168PSPristine20Spherical-38.324.0125LO21.06%
6169PSPristine60Spherical-2924.0125LO2102.13%
6170PSPristine100Spherical24.0125LO299.78%
6171PSPristine500Spherical24.0125LO2100.00%
6172PSPristine1000Spherical24.0125LO298.72%
7173PSPristine50Spherical-44.924.050Raji-B96.97%
7174PSPristine50Spherical-44.924.0100Raji-B96.47%
7175PSPristine50Spherical-44.924.0150Raji-B93.44%
7176PSPristine50Spherical-44.924.0200Raji-B93.46%
7177PSPristine200Spherical-4524.050Raji-B104.84%
7178PSPristine200Spherical-4524.0100Raji-B99.27%
7179PSPristine200Spherical-4524.0150Raji-B100.55%
7180PSPristine200Spherical-4524.0200Raji-B100.56%
7181PSPristine500Spherical-50.424.050Raji-B93.93%
7182PSPristine500Spherical-50.424.0100Raji-B93.43%
7183PSPristine500Spherical-50.424.0150Raji-B97.25%
7184PSPristine500Spherical-50.424.0200Raji-B96.00%
7185PSPristine50Spherical-44.924.050THP-196.75%
7186PSPristine50Spherical-44.924.0100THP-194.23%
7187PSPristine50Spherical-44.924.0150THP-198.31%
7188PSPristine50Spherical-44.924.0200THP-195.79%
7189PSPristine200Spherical-4524.050THP-196.74%
7190PSPristine200Spherical-4524.0100THP-198.54%
7191PSPristine200Spherical-4524.0150THP-1103.64%
7192PSPristine200Spherical-4524.0200THP-1104.67%
7193PSPristine500Spherical-50.424.050THP-196.75%
7194PSPristine500Spherical-50.424.0100THP-196.00%
7195PSPristine500Spherical-50.424.0150THP-194.24%
7196PSPristine500Spherical-50.424.0200THP-197.05%
7197PSPristine50Spherical-44.924.050TK6100.35%
7198PSPristine50Spherical-44.924.0100TK698.62%
7199PSPristine50Spherical-44.924.0150TK6104.01%
7200PSPristine50Spherical-44.924.0200TK6111.68%
7201PSPristine200Spherical-4524.050TK6102.88%
7202PSPristine200Spherical-4524.0100TK6100.65%
7203PSPristine200Spherical-4524.0150TK6104.52%
7204PSPristine200Spherical-4524.0200TK6104.57%
7205PSPristine500Spherical-50.424.050TK698.32%
7206PSPristine500Spherical-50.424.0100TK695.33%
7207PSPristine500Spherical-50.424.0150TK699.19%
7208PSPristine500Spherical-50.424.0200TK6104.57%
8209PS-NH2Aminated25Spherical52.2724.020JEG-399.38%
8210PS-NH2Aminated50Spherical23.9724.020JEG-3101.09%
8211PS-NH2Aminated100Spherical62.224.020JEG-3102.95%
8212PS-NH2Aminated500Spherical44.224.020JEG-3102.64%
8213PS-NH2Aminated25Spherical52.2724.078JEG-34.35%
8214PS-NH2Aminated50Spherical23.9724.078JEG-354.35%
8215PS-NH2Aminated100Spherical62.224.078JEG-375.16%
8216PS-NH2Aminated500Spherical44.224.078JEG-374.53%
8217PS-NH2Aminated25Spherical52.2724.0313JEG-34.50%
8218PS-NH2Aminated50Spherical23.9724.0313JEG-352.17%
8219PS-NH2Aminated100Spherical62.224.0313JEG-349.53%
8220PS-NH2Aminated500Spherical44.224.0313JEG-372.52%
8221PS-NH2Aminated25Spherical52.2724.01250JEG-34.35%
8222PS-NH2Aminated50Spherical23.9724.01250JEG-34.04%
8223PS-NH2Aminated100Spherical62.224.01250JEG-315.68%
8224PS-NH2Aminated500Spherical44.224.01250JEG-368.94%
8225PS-NH2Aminated25Spherical52.2724.05000JEG-34.35%
8226PS-NH2Aminated50Spherical23.9724.05000JEG-32.33%
8227PS-NH2Aminated100Spherical62.224.05000JEG-38.23%
8228PS-NH2Aminated500Spherical44.224.05000JEG-359.01%
8229PS-COOHCarboxylated25Spherical-48.424.020JEG-3100.63%
8230PS-COOHCarboxylated50Spherical-54.0724.020JEG-3105.77%
8231PS-COOHCarboxylated100Spherical-49.924.020JEG-3102.20%
8232PS-COOHCarboxylated500Spherical-55.4324.020JEG-3102.20%
8233PS-COOHCarboxylated25Spherical-48.424.078JEG-342.49%
8234PS-COOHCarboxylated50Spherical-54.0724.078JEG-3107.66%
8235PS-COOHCarboxylated100Spherical-49.924.078JEG-3103.63%
8236PS-COOHCarboxylated500Spherical-55.4324.078JEG-395.08%
8237PS-COOHCarboxylated25Spherical-48.424.0313JEG-36.29%
8238PS-COOHCarboxylated50Spherical-54.0724.0313JEG-389.81%
8239PS-COOHCarboxylated100Spherical-49.924.0313JEG-3100.08%
8240PS-COOHCarboxylated500Spherical-55.4324.0313JEG-386.71%
8241PS-COOHCarboxylated25Spherical-48.424.01250JEG-35.85%
8242PS-COOHCarboxylated50Spherical-54.0724.01250JEG-38.82%
8243PS-COOHCarboxylated100Spherical-49.924.01250JEG-385.34%
8244PS-COOHCarboxylated500Spherical-55.4324.01250JEG-380.06%
8245PS-COOHCarboxylated25Spherical-48.424.05000JEG-35.42%
8246PS-COOHCarboxylated50Spherical-54.0724.05000JEG-37.45%
8247PS-COOHCarboxylated100Spherical-49.924.05000JEG-364.68%
8248PS-COOHCarboxylated500Spherical-55.4324.05000JEG-377.60%
8249PSPristine25Spherical-39.4324.020JEG-3102.18%
8250PSPristine50Spherical-46.9724.020JEG-3101.88%
8251PSPristine100Spherical-57.524.020JEG-3100.80%
8252PSPristine500Spherical-37.9724.020JEG-3102.05%
8253PSPristine25Spherical-39.4324.078JEG-394.75%
8254PSPristine50Spherical-46.9724.078JEG-3109.06%
8255PSPristine100Spherical-57.524.078JEG-3100.21%
8256PSPristine500Spherical-37.9724.078JEG-3103.48%
8257PSPristine25Spherical-39.4324.0313JEG-38.16%
8258PSPristine50Spherical-46.9724.0313JEG-398.67%
8259PSPristine100Spherical-57.524.0313JEG-399.77%
8260PSPristine500Spherical-37.9724.0313JEG-3103.20%
8261PSPristine25Spherical-39.4324.01250JEG-37.56%
8262PSPristine50Spherical-46.9724.01250JEG-36.48%
8263PSPristine100Spherical-57.524.01250JEG-3100.11%
8264PSPristine500Spherical-37.9724.01250JEG-3103.85%
8265PSPristine25Spherical-39.4324.05000JEG-34.48%
8266PSPristine50Spherical-46.9724.05000JEG-36.05%
8267PSPristine100Spherical-57.524.05000JEG-3100.77%
8268PSPristine500Spherical-37.9724.05000JEG-3104.35%
9269PSPristine100Spherical-16.324.05A549102.54%
9270PSPristine100Spherical-16.324.020A54999.30%
9271PSPristine100Spherical-16.324.0100A54987.37%
9272PSPristine100Spherical-16.324.0200A54961.15%
9273PSPristine100Spherical-16.324.0500A54930.66%
9274PSPristine100Spherical-16.324.01000A5493.12%
10275PETPristine150Spherical24.00.1A549111.50%
10276PETPristine150Spherical24.00.98A549110.21%
10277PETPristine150Spherical24.04.92A54993.53%
10278PETPristine150Spherical24.09.84A54983.18%
10279PETPristine150Spherical24.024.6A54985.60%
10280PETPristine150Spherical24.049.2A54979.66%
10281PETPristine150Spherical24.098.4A54979.09%
10282PETPristine150Spherical24.0196.79A54973.75%
11283PEPristine150Irregular48.03.1KATOIII93.56%
11284PEPristine150Irregular48.06.2KATOIII88.24%
11285PEPristine150Irregular48.012.5KATOIII87.65%
11286PEPristine150Irregular48.025KATOIII87.33%
11287PEPristine150Irregular48.050KATOIII90.07%
11288PEPristine150Irregular48.0100KATOIII97.81%
11289PEPristine150Irregular48.0200KATOIII99.17%
11290PEPristine150Irregular48.03.1MKN-193.14%
11291PEPristine150Irregular48.06.2MKN-192.82%
11292PEPristine150Irregular48.012.5MKN-190.84%
11293PEPristine150Irregular48.025MKN-190.81%
11294PEPristine150Irregular48.050MKN-193.27%
11295PEPristine150Irregular48.0100MKN-1101.84%
11296PEPristine150Irregular48.0200MKN-195.42%
11297PEPristine150Irregular48.03.1THP-196.61%
11298PEPristine150Irregular48.06.2THP-199.63%
11299PEPristine150Irregular48.012.5THP-198.76%
11300PEPristine150Irregular48.025THP-198.17%
11301PEPristine150Irregular48.050THP-197.58%
11302PEPristine150Irregular48.0100THP-197.82%
11303PEPristine150Irregular48.0200THP-199.72%
11304PEPristine150Irregular48.03.1HCT11697.56%
11305PEPristine150Irregular48.06.2HCT11693.98%
11306PEPristine150Irregular48.012.5HCT11686.24%
11307PEPristine150Irregular48.025HCT11692.39%
11308PEPristine150Irregular48.050HCT11699.37%
11309PEPristine150Irregular48.0100HCT11698.30%
11310PEPristine150Irregular48.0200HCT11696.67%
11311PEPristine150Irregular48.03.1HT-2998.25%
11312PEPristine150Irregular48.06.2HT-2992.45%
11313PEPristine150Irregular48.012.5HT-2992.77%
11314PEPristine150Irregular48.025HT-2990.86%
11315PEPristine150Irregular48.050HT-2997.01%
11316PEPristine150Irregular48.0100HT-29101.49%
11317PEPristine150Irregular48.0200HT-2999.03%
11318PEPristine150Irregular48.03.1A549101.17%
11319PEPristine150Irregular48.06.2A549100.09%
11320PEPristine150Irregular48.012.5A54999.57%
11321PEPristine150Irregular48.025A54996.56%
11322PEPristine150Irregular48.050A549100.48%
11323PEPristine150Irregular48.0100A549100.24%
11324PEPristine150Irregular48.0200A549103.61%
11325PEPristine150Irregular48.03.1HaCaT98.62%
11326PEPristine150Irregular48.06.2HaCaT96.12%
11327PEPristine150Irregular48.012.5HaCaT92.24%
11328PEPristine150Irregular48.025HaCaT94.18%
11329PEPristine150Irregular48.050HaCaT96.40%
11330PEPristine150Irregular48.0100HaCaT103.88%
11331PEPristine150Irregular48.0200HaCaT99.45%
11332PEPristine150Irregular48.03.1HepG2107.76%
11333PEPristine150Irregular48.06.2HepG2109.70%
11334PEPristine150Irregular48.012.5HepG2106.37%
11335PEPristine150Irregular48.025HepG2104.99%
11336PEPristine150Irregular48.050HepG2106.09%
11337PEPristine150Irregular48.0100HepG2105.82%
11338PEPristine150Irregular48.0200HepG298.34%
11339PEPristine150Irregular48.03.1U251MG105.26%
11340PEPristine150Irregular48.06.2U251MG105.82%
11341PEPristine150Irregular48.012.5U251MG104.43%
11342PEPristine150Irregular48.025U251MG101.11%
11343PEPristine150Irregular48.050U251MG102.77%
11344PEPristine150Irregular48.0100U251MG104.71%
11345PEPristine150Irregular48.0200U251MG106.37%
12346PSPristine25Spherical-2724.025HT-29103.77%
12347PSPristine25Spherical-2748.025HT-29111.44%
12348PSPristine25Spherical-2772.025HT-2999.27%
12349PSPristine25Spherical-2724.050HT-29109.49%
12350PSPristine25Spherical-2748.050HT-2997.33%
12351PSPristine25Spherical-2772.050HT-2991.78%
12352PSPristine25Spherical-2724.0100HT-29100.51%
12353PSPristine25Spherical-2748.0100HT-29101.99%
12354PSPristine25Spherical-2772.0100HT-2990.26%
12355PSPristine25Spherical-2724.0200HT-29106.02%
12356PSPristine25Spherical-2748.0200HT-2996.20%
12357PSPristine25Spherical-2772.0200HT-2995.77%
12358PSPristine25Spherical-2724.0500HT-29103.00%
12359PSPristine25Spherical-2748.0500HT-29104.91%
12360PSPristine25Spherical-2772.0500HT-2993.82%
12361PSPristine25Spherical-2724.025N985.10%
12362PSPristine25Spherical-2748.025N960.79%
12363PSPristine25Spherical-2772.025N979.54%
12364PSPristine25Spherical-2724.050N977.82%
12365PSPristine25Spherical-2748.050N945.19%
12366PSPristine25Spherical-2772.050N976.74%
12367PSPristine25Spherical-2724.0100N9103.38%
12368PSPristine25Spherical-2748.0100N944.52%
12369PSPristine25Spherical-2772.0100N975.00%
12370PSPristine25Spherical-2724.0200N991.83%
12371PSPristine25Spherical-2748.0200N960.48%
12372PSPristine25Spherical-2772.0200N981.37%
12373PSPristine25Spherical-2724.0500N9117.38%
12374PSPristine25Spherical-2748.0500N935.29%
12375PSPristine25Spherical-2772.0500N967.26%
12376PSPristine50Spherical-4024.025HT-29100.78%
12377PSPristine50Spherical-4048.025HT-29108.03%
12378PSPristine50Spherical-4072.025HT-29103.15%
12379PSPristine50Spherical-4024.050HT-29100.20%
12380PSPristine50Spherical-4048.050HT-29101.50%
12381PSPristine50Spherical-4072.050HT-2993.21%
12382PSPristine50Spherical-4024.0100HT-29104.73%
12383PSPristine50Spherical-4048.0100HT-2999.00%
12384PSPristine50Spherical-4072.0100HT-29100.09%
12385PSPristine50Spherical-4024.0200HT-2998.41%
12386PSPristine50Spherical-4048.0200HT-29104.60%
12387PSPristine50Spherical-4072.0200HT-2995.89%
12388PSPristine50Spherical-4024.0500HT-2995.50%
12389PSPristine50Spherical-4048.0500HT-2992.75%
12390PSPristine50Spherical-4072.0500HT-2993.83%
12391PSPristine50Spherical-4024.025N976.97%
12392PSPristine50Spherical-4048.025N985.50%
12393PSPristine50Spherical-4072.025N9102.32%
12394PSPristine50Spherical-4024.050N972.99%
12395PSPristine50Spherical-4048.050N965.14%
12396PSPristine50Spherical-4072.050N977.07%
12397PSPristine50Spherical-4024.0100N977.95%
12398PSPristine50Spherical-4048.0100N953.28%
12399PSPristine50Spherical-4072.0100N9110.54%
12400PSPristine50Spherical-4024.0200N984.18%
12401PSPristine50Spherical-4048.0200N963.13%
12402PSPristine50Spherical-4072.0200N999.96%
12403PSPristine50Spherical-4024.0500N986.80%
12404PSPristine50Spherical-4048.0500N999.15%
12405PSPristine50Spherical-4072.0500N9110.87%
12406PSPristine100Spherical-4124.025HT-29108.93%
12407PSPristine100Spherical-4148.025HT-2995.13%
12408PSPristine100Spherical-4172.025HT-2996.00%
12409PSPristine100Spherical-4124.050HT-29114.13%
12410PSPristine100Spherical-4148.050HT-2999.90%
12411PSPristine100Spherical-4172.050HT-2992.27%
12412PSPristine100Spherical-4124.0100HT-29106.99%
12413PSPristine100Spherical-4148.0100HT-2997.02%
12414PSPristine100Spherical-4172.0100HT-2995.55%
12415PSPristine100Spherical-4124.0200HT-29109.22%
12416PSPristine100Spherical-4148.0200HT-2993.50%
12417PSPristine100Spherical-4172.0200HT-2993.95%
12418PSPristine100Spherical-4124.0500HT-29103.99%
12419PSPristine100Spherical-4148.0500HT-2985.93%
12420PSPristine100Spherical-4172.0500HT-2988.09%
12421PSPristine100Spherical-4124.025N9106.31%
12422PSPristine100Spherical-4148.025N981.02%
12423PSPristine100Spherical-4172.025N993.81%
12424PSPristine100Spherical-4124.050N9103.64%
12425PSPristine100Spherical-4148.050N995.37%
12426PSPristine100Spherical-4172.050N991.99%
12427PSPristine100Spherical-4124.0100N9109.05%
12428PSPristine100Spherical-4148.0100N983.12%
12429PSPristine100Spherical-4172.0100N986.55%
12430PSPristine100Spherical-4124.0200N994.89%
12431PSPristine100Spherical-4148.0200N990.88%
12432PSPristine100Spherical-4172.0200N984.09%
12433PSPristine100Spherical-4124.0500N982.65%
12434PSPristine100Spherical-4148.0500N982.46%
12435PSPristine100Spherical-4172.0500N992.06%
13436PSPristine50Spherical-44.43.0100HUVECs78.00%
13437PSPristine50Spherical-44.46.0100HUVECs77.87%
13438PSPristine50Spherical-44.412.0100HUVECs76.92%
13439PSPristine50Spherical-44.424.0100HUVECs75.26%
13440PS-COOHCarboxylated50Spherical-40.33.0100HUVECs90.32%
13441PS-COOHCarboxylated50Spherical-40.36.0100HUVECs86.88%
13442PS-COOHCarboxylated50Spherical-40.312.0100HUVECs79.81%
13443PS-COOHCarboxylated50Spherical-40.324.0100HUVECs86.65%
13444PS-NH2Aminated50Spherical23.0100HUVECs68.89%
13445PS-NH2Aminated50Spherical26.0100HUVECs66.49%
13446PS-NH2Aminated50Spherical212.0100HUVECs62.01%
13447PS-NH2Aminated50Spherical224.0100HUVECs67.08%
14448PSPristine20Spherical-3324.010HL770298.32%
14449PSPristine100Spherical-924.010HL770299.17%
14450PSPristine500Spherical-1324.010HL770292.82%
14451PSPristine900Spherical-1524.010HL770289.07%
14452PSPristine20Spherical-3324.050HL770281.74%
14453PSPristine100Spherical-924.050HL770277.10%
14454PSPristine500Spherical-1324.050HL770280.58%
14455PSPristine900Spherical-1524.050HL770259.22%
14456PSPristine20Spherical-3324.0100HL770263.88%
14457PSPristine100Spherical-924.0100HL770285.39%
14458PSPristine500Spherical-1324.0100HL770255.71%
14459PSPristine900Spherical-1524.0100HL770235.76%
15460PS-NH2Aminated100Spherical19.412.01Brine shrimp97.39%
15461PS-NH2Aminated100Spherical19.412.01.2Brine shrimp98.33%
15462PS-NH2Aminated100Spherical19.412.01.4Brine shrimp99.89%
15463PS-NH2Aminated100Spherical19.412.01.6Brine shrimp98.66%
15464PS-NH2Aminated100Spherical19.412.01.8Brine shrimp96.66%
15465PS-NH2Aminated100Spherical19.424.01Brine shrimp94.22%
15466PS-NH2Aminated100Spherical19.424.01.2Brine shrimp97.48%
15467PS-NH2Aminated100Spherical19.424.01.4Brine shrimp66.07%
15468PS-NH2Aminated100Spherical19.424.01.6Brine shrimp36.21%
15469PS-NH2Aminated100Spherical19.424.01.8Brine shrimp30.49%
15470PS-NH2Aminated100Spherical19.436.01Brine shrimp83.47%
15471PS-NH2Aminated100Spherical19.436.01.2Brine shrimp61.96%
15472PS-NH2Aminated100Spherical19.436.01.4Brine shrimp8.72%
15473PS-NH2Aminated100Spherical19.436.01.6Brine shrimp0.84%
15474PS-NH2Aminated100Spherical19.436.01.8Brine shrimp0.85%
15475PS-NH2Aminated100Spherical19.448.01Brine shrimp62.50%
15476PS-NH2Aminated100Spherical19.448.01.2Brine shrimp38.67%
15477PS-NH2Aminated100Spherical19.448.01.4Brine shrimp-0.33%
15478PS-NH2Aminated100Spherical19.448.01.6Brine shrimp0.15%
15479PS-NH2Aminated100Spherical19.448.01.8Brine shrimp0.31%
16480PSPristine50Spherical-24.3448.00HNEpCs98.31%
16481PS-NH2Aminated50Spherical28.4748.00HNEpCs97.18%
16482PS-COOHCarboxylated50Spherical-38.0548.00HNEpCs99.15%
16483PSPristine50Spherical-24.3448.010HNEpCs87.85%
16484PS-NH2Aminated50Spherical28.4748.010HNEpCs84.75%
16485PS-COOHCarboxylated50Spherical-38.0548.010HNEpCs94.92%
16486PSPristine50Spherical-24.3448.0125HNEpCs94.63%
16487PS-NH2Aminated50Spherical28.4748.0125HNEpCs75.99%
16488PS-COOHCarboxylated50Spherical-38.0548.0125HNEpCs97.18%
16489PSPristine50Spherical-24.3448.0500HNEpCs19.49%
16490PS-NH2Aminated50Spherical28.4748.0500HNEpCs40.68%
16491PS-COOHCarboxylated50Spherical-38.0548.0500HNEpCs98.02%
16492PSPristine50Spherical-24.3448.01250HNEpCs45.76%
16493PS-NH2Aminated50Spherical28.4748.01250HNEpCs13.28%
16494PS-COOHCarboxylated50Spherical-38.0548.01250HNEpCs90.96%
16495PSPristine100Spherical-39.7648.00HNEpCs98.02%
16496PS-NH2Aminated100Spherical-37.7348.00HNEpCs97.46%
16497PS-COOHCarboxylated100Spherical-39.0648.00HNEpCs96.61%
16498PSPristine100Spherical-39.7648.010HNEpCs94.07%
16499PS-NH2Aminated100Spherical-37.7348.010HNEpCs96.33%
16500PS-COOHCarboxylated100Spherical-39.0648.010HNEpCs91.24%
16501PSPristine100Spherical-39.7648.0125HNEpCs86.44%
16502PS-NH2Aminated100Spherical-37.7348.0125HNEpCs91.81%
16503PS-COOHCarboxylated100Spherical-39.0648.0125HNEpCs89.27%
16504PSPristine100Spherical-39.7648.0500HNEpCs83.62%
16505PS-NH2Aminated100Spherical-37.7348.0500HNEpCs86.44%
16506PS-COOHCarboxylated100Spherical-39.0648.0500HNEpCs89.27%
16507PSPristine100Spherical-39.7648.01250HNEpCs77.40%
16508PS-NH2Aminated100Spherical-37.7348.01250HNEpCs63.28%
16509PS-COOHCarboxylated100Spherical-39.0648.01250HNEpCs80.79%
16510PSPristine500Spherical-34.2848.00HNEpCs99.15%
16511PS-NH2Aminated500Spherical-35.3448.00HNEpCs97.74%
16512PS-COOHCarboxylated500Spherical-41.8648.00HNEpCs98.87%
16513PSPristine500Spherical-34.2848.010HNEpCs92.37%
16514PS-NH2Aminated500Spherical-35.3448.010HNEpCs68.08%
16515PS-COOHCarboxylated500Spherical-41.8648.010HNEpCs92.09%
16516PSPristine500Spherical-34.2848.0125HNEpCs88.42%
16517PS-NH2Aminated500Spherical-35.3448.0125HNEpCs63.28%
16518PS-COOHCarboxylated500Spherical-41.8648.0125HNEpCs90.11%
16519PSPristine500Spherical-34.2848.0500HNEpCs71.19%
16520PS-NH2Aminated500Spherical-35.3448.0500HNEpCs53.11%
16521PS-COOHCarboxylated500Spherical-41.8648.0500HNEpCs79.38%
16522PSPristine500Spherical-34.2848.01250HNEpCs46.61%
16523PS-NH2Aminated500Spherical-35.3448.01250HNEpCs53.11%
16524PS-COOHCarboxylated500Spherical-41.8648.01250HNEpCs74.58%
16525PSPristine20Spherical-28.8448.010HNEpCs91.24%
16526PSPristine200Spherical-36.7848.010HNEpCs97.74%
16527PSPristine1000Spherical-46.6948.010HNEpCs98.02%
16528PSPristine2000Spherical-51.6248.010HNEpCs94.35%
16529PSPristine20Spherical-28.8448.0125HNEpCs82.20%
16530PSPristine200Spherical-36.7848.0125HNEpCs96.89%
16531PSPristine1000Spherical-46.6948.0125HNEpCs96.61%
16532PSPristine2000Spherical-51.6248.0125HNEpCs93.50%
16533PSPristine20Spherical-28.8448.0500HNEpCs44.63%
16534PSPristine200Spherical-36.7848.0500HNEpCs93.50%
16535PSPristine1000Spherical-46.6948.0500HNEpCs96.61%
16536PSPristine2000Spherical-51.6248.0500HNEpCs92.09%
16537PSPristine20Spherical-28.8448.01250HNEpCs14.69%
16538PSPristine200Spherical-36.7848.01250HNEpCs81.64%
16539PSPristine1000Spherical-46.6948.01250HNEpCs92.09%
16540PSPristine2000Spherical-51.6248.01250HNEpCs89.55%
16541PSPristine20Spherical-28.840.6500HNEpCs53.00%
16542PSPristine20Spherical-28.841.0500HNEpCs33.64%
16543PSPristine20Spherical-28.842.1500HNEpCs26.27%
16544PSPristine20Spherical-28.844.1500HNEpCs10.14%
16545PSPristine20Spherical-28.848.0500HNEpCs10.60%
16546PSPristine20Spherical-28.8412.0500HNEpCs10.14%
16547PSPristine20Spherical-28.8424.1500HNEpCs14.75%
16548PSPristine20Spherical-28.8436.2500HNEpCs13.82%
16549PSPristine20Spherical-28.8448.2500HNEpCs43.32%
16550PSPristine50Spherical-24.340.4500HNEpCs97.70%
16551PSPristine50Spherical-24.341.7500HNEpCs94.93%
16552PSPristine50Spherical-24.342.9500HNEpCs93.09%
16553PSPristine50Spherical-24.344.1500HNEpCs91.71%
16554PSPristine50Spherical-24.348.2500HNEpCs82.95%
16555PSPristine50Spherical-24.3412.2500HNEpCs70.97%
16556PSPristine50Spherical-24.3423.9500HNEpCs45.62%
16557PSPristine50Spherical-24.3436.2500HNEpCs18.89%
16558PSPristine50Spherical-24.3448.0500HNEpCs19.82%
16559PS-NH2Aminated50Spherical28.470.4500HNEpCs44.70%
16560PS-NH2Aminated50Spherical28.471.2500HNEpCs41.47%
16561PS-NH2Aminated50Spherical28.472.0500HNEpCs38.71%
16562PS-NH2Aminated50Spherical28.474.0500HNEpCs29.49%
16563PS-NH2Aminated50Spherical28.478.0500HNEpCs40.09%
16564PS-NH2Aminated50Spherical28.4712.1500HNEpCs26.27%
16565PS-NH2Aminated50Spherical28.4723.9500HNEpCs44.70%
16566PS-NH2Aminated50Spherical28.4736.1500HNEpCs16.59%
16567PS-NH2Aminated50Spherical28.4748.0500HNEpCs39.17%
16568PS-COOHCarboxylated50Spherical-38.050.6500HNEpCs97.70%
16569PS-COOHCarboxylated50Spherical-38.052.1500HNEpCs95.39%
16570PS-COOHCarboxylated50Spherical-38.053.8500HNEpCs94.47%
16571PS-COOHCarboxylated50Spherical-38.055.4500HNEpCs94.93%
16572PS-COOHCarboxylated50Spherical-38.058.3500HNEpCs96.77%
16573PS-COOHCarboxylated50Spherical-38.0512.3500HNEpCs94.47%
16574PS-COOHCarboxylated50Spherical-38.0524.2500HNEpCs89.86%
16575PS-COOHCarboxylated50Spherical-38.0536.1500HNEpCs99.54%
16576PS-COOHCarboxylated50Spherical-38.0548.3500HNEpCs98.16%
16577PSPristine200Spherical-36.780.7500HNEpCs97.70%
16578PSPristine200Spherical-36.782.4500HNEpCs95.39%
16579PSPristine200Spherical-36.784.6500HNEpCs93.09%
16580PSPristine200Spherical-36.785.0500HNEpCs93.09%
16581PSPristine200Spherical-36.788.4500HNEpCs94.47%
16582PSPristine200Spherical-36.7812.6500HNEpCs95.39%
16583PSPristine200Spherical-36.7824.2500HNEpCs98.16%
16584PSPristine200Spherical-36.7836.1500HNEpCs91.24%
16585PSPristine200Spherical-36.7848.2500HNEpCs91.24%
16586PSPristine500Spherical-34.280.2500HNEpCs80.65%
16587PSPristine500Spherical-34.281.2500HNEpCs76.04%
16588PSPristine500Spherical-34.282.3500HNEpCs74.65%
16589PSPristine500Spherical-34.284.2500HNEpCs83.41%
16590PSPristine500Spherical-34.288.1500HNEpCs75.12%
16591PSPristine500Spherical-34.2812.1500HNEpCs97.24%
16592PSPristine500Spherical-34.2824.3500HNEpCs45.16%
16593PSPristine500Spherical-34.2835.9500HNEpCs35.94%
16594PSPristine500Spherical-34.2848.0500HNEpCs70.97%
16595PS-NH2Aminated500Spherical-35.340.6500HNEpCs95.39%
16596PS-NH2Aminated500Spherical-35.342.6500HNEpCs94.01%
16597PS-NH2Aminated500Spherical-35.344.1500HNEpCs91.71%
16598PS-NH2Aminated500Spherical-35.345.5500HNEpCs92.63%
16599PS-NH2Aminated500Spherical-35.348.4500HNEpCs94.93%
16600PS-NH2Aminated500Spherical-35.3412.3500HNEpCs81.11%
16601PS-NH2Aminated500Spherical-35.3423.9500HNEpCs57.60%
16602PS-NH2Aminated500Spherical-35.3436.3500HNEpCs66.36%
16603PS-NH2Aminated500Spherical-35.3448.2500HNEpCs51.61%
16604PSPristine50Spherical-24.340.410HNEpCs96.70%
16605PSPristine50Spherical-24.342.110HNEpCs95.28%
16606PSPristine50Spherical-24.344.010HNEpCs94.34%
16607PSPristine50Spherical-24.348.010HNEpCs99.06%
16608PSPristine50Spherical-24.3412.510HNEpCs94.81%
16609PSPristine50Spherical-24.3424.210HNEpCs89.15%
16610PSPristine50Spherical-24.3436.110HNEpCs87.26%
16611PSPristine50Spherical-24.3448.110HNEpCs87.74%
16612PSPristine50Spherical-24.340.6125HNEpCs95.75%
16613PSPristine50Spherical-24.341.9125HNEpCs95.75%
16614PSPristine50Spherical-24.344.2125HNEpCs97.17%
16615PSPristine50Spherical-24.348.1125HNEpCs94.81%
16616PSPristine50Spherical-24.3412.1125HNEpCs92.92%
16617PSPristine50Spherical-24.3423.9125HNEpCs96.23%
16618PSPristine50Spherical-24.3436.0125HNEpCs92.45%
16619PSPristine50Spherical-24.3447.9125HNEpCs95.28%
16620PSPristine50Spherical-24.340.3500HNEpCs97.17%
16621PSPristine50Spherical-24.342.2500HNEpCs95.28%
16622PSPristine50Spherical-24.344.2500HNEpCs90.09%
16623PSPristine50Spherical-24.348.2500HNEpCs82.55%
16624PSPristine50Spherical-24.3412.2500HNEpCs70.75%
16625PSPristine50Spherical-24.3424.2500HNEpCs44.81%
16626PSPristine50Spherical-24.3436.3500HNEpCs19.34%
16627PSPristine50Spherical-24.3448.1500HNEpCs19.81%
16628PSPristine50Spherical-24.340.51250HNEpCs95.28%
16629PSPristine50Spherical-24.341.91250HNEpCs95.28%
16630PSPristine50Spherical-24.343.91250HNEpCs90.09%
16631PSPristine50Spherical-24.348.31250HNEpCs83.96%
16632PSPristine50Spherical-24.3412.11250HNEpCs71.70%
16633PSPristine50Spherical-24.3424.21250HNEpCs46.70%
16634PSPristine50Spherical-24.3436.11250HNEpCs20.28%
16635PSPristine50Spherical-24.3448.21250HNEpCs51.42%
16636PS-COOHCarboxylated50Spherical-38.051.010HNEpCs94.70%
16637PS-COOHCarboxylated50Spherical-38.052.210HNEpCs89.39%
16638PS-COOHCarboxylated50Spherical-38.054.210HNEpCs72.35%
16639PS-COOHCarboxylated50Spherical-38.058.010HNEpCs66.67%
16640PS-COOHCarboxylated50Spherical-38.0512.210HNEpCs88.64%
16641PS-COOHCarboxylated50Spherical-38.0524.110HNEpCs86.74%
16642PS-COOHCarboxylated50Spherical-38.0536.210HNEpCs81.44%
16643PS-COOHCarboxylated50Spherical-38.0548.310HNEpCs90.53%
16644PS-COOHCarboxylated50Spherical-38.051.0125HNEpCs95.45%
16645PS-COOHCarboxylated50Spherical-38.052.1125HNEpCs67.80%
16646PS-COOHCarboxylated50Spherical-38.054.4125HNEpCs89.77%
16647PS-COOHCarboxylated50Spherical-38.058.2125HNEpCs87.12%
16648PS-COOHCarboxylated50Spherical-38.0512.3125HNEpCs85.98%
16649PS-COOHCarboxylated50Spherical-38.0524.3125HNEpCs81.82%
16650PS-COOHCarboxylated50Spherical-38.0536.2125HNEpCs88.64%
16651PS-COOHCarboxylated50Spherical-38.0548.3125HNEpCs96.59%
16652PS-COOHCarboxylated50Spherical-38.050.8500HNEpCs95.08%
16653PS-COOHCarboxylated50Spherical-38.052.5500HNEpCs82.95%
16654PS-COOHCarboxylated50Spherical-38.054.5500HNEpCs94.32%
16655PS-COOHCarboxylated50Spherical-38.058.5500HNEpCs96.97%
16656PS-COOHCarboxylated50Spherical-38.0512.4500HNEpCs89.77%
16657PS-COOHCarboxylated50Spherical-38.0524.3500HNEpCs81.82%
16658PS-COOHCarboxylated50Spherical-38.0536.2500HNEpCs98.48%
16659PS-COOHCarboxylated50Spherical-38.0548.4500HNEpCs98.11%
16660PS-COOHCarboxylated50Spherical-38.050.81250HNEpCs95.08%
16661PS-COOHCarboxylated50Spherical-38.052.21250HNEpCs98.48%
16662PS-COOHCarboxylated50Spherical-38.054.41250HNEpCs93.56%
16663PS-COOHCarboxylated50Spherical-38.058.21250HNEpCs87.88%
16664PS-COOHCarboxylated50Spherical-38.0512.11250HNEpCs89.39%
16665PS-COOHCarboxylated50Spherical-38.0524.21250HNEpCs81.82%
16666PS-COOHCarboxylated50Spherical-38.0536.21250HNEpCs41.29%
16667PS-COOHCarboxylated50Spherical-38.0548.21250HNEpCs82.95%
16668PS-NH2Aminated50Spherical-35.341.110HNEpCs92.92%
16669PS-NH2Aminated50Spherical-35.342.310HNEpCs85.85%
16670PS-NH2Aminated50Spherical-35.344.110HNEpCs85.38%
16671PS-NH2Aminated50Spherical-35.348.110HNEpCs84.91%
16672PS-NH2Aminated50Spherical-35.3412.210HNEpCs90.09%
16673PS-NH2Aminated50Spherical-35.3424.110HNEpCs86.79%
16674PS-NH2Aminated50Spherical-35.3436.310HNEpCs85.38%
16675PS-NH2Aminated50Spherical-35.3448.110HNEpCs84.91%
16676PS-NH2Aminated50Spherical-35.341.0125HNEpCs16.98%
16677PS-NH2Aminated50Spherical-35.342.0125HNEpCs8.96%
16678PS-NH2Aminated50Spherical-35.344.2125HNEpCs14.15%
16679PS-NH2Aminated50Spherical-35.347.8125HNEpCs10.38%
16680PS-NH2Aminated50Spherical-35.3411.8125HNEpCs8.96%
16681PS-NH2Aminated50Spherical-35.3423.9125HNEpCs12.74%
16682PS-NH2Aminated50Spherical-35.3435.8125HNEpCs6.13%
16683PS-NH2Aminated50Spherical-35.3448.2125HNEpCs76.42%
16684PS-NH2Aminated50Spherical-35.341.1500HNEpCs38.21%
16685PS-NH2Aminated50Spherical-35.342.4500HNEpCs38.68%
16686PS-NH2Aminated50Spherical-35.344.1500HNEpCs29.25%
16687PS-NH2Aminated50Spherical-35.348.3500HNEpCs40.57%
16688PS-NH2Aminated50Spherical-35.3412.0500HNEpCs25.94%
16689PS-NH2Aminated50Spherical-35.3424.1500HNEpCs44.81%
16690PS-NH2Aminated50Spherical-35.3436.1500HNEpCs15.57%
16691PS-NH2Aminated50Spherical-35.3448.3500HNEpCs39.62%
16692PS-NH2Aminated50Spherical-35.341.21250HNEpCs90.57%
16693PS-NH2Aminated50Spherical-35.342.11250HNEpCs58.49%
16694PS-NH2Aminated50Spherical-35.344.21250HNEpCs50.47%
16695PS-NH2Aminated50Spherical-35.348.11250HNEpCs43.87%
16696PS-NH2Aminated50Spherical-35.3412.31250HNEpCs63.68%
16697PS-NH2Aminated50Spherical-35.3424.11250HNEpCs83.96%
16698PS-NH2Aminated50Spherical-35.3436.31250HNEpCs51.42%
16699PS-NH2Aminated50Spherical-35.3448.11250HNEpCs14.62%
16700PSPristine20Spherical-28.841.010HNEpCs94.29%
16701PSPristine20Spherical-28.842.410HNEpCs93.33%
16702PSPristine20Spherical-28.844.310HNEpCs93.33%
16703PSPristine20Spherical-28.848.110HNEpCs90.95%
16704PSPristine20Spherical-28.8412.210HNEpCs93.33%
16705PSPristine20Spherical-28.8424.010HNEpCs93.33%
16706PSPristine20Spherical-28.8436.010HNEpCs90.48%
16707PSPristine20Spherical-28.8448.210HNEpCs90.48%
16708PSPristine20Spherical-28.841.1125HNEpCs94.29%
16709PSPristine20Spherical-28.842.2125HNEpCs91.90%
16710PSPristine20Spherical-28.844.5125HNEpCs90.00%
16711PSPristine20Spherical-28.848.0125HNEpCs89.52%
16712PSPristine20Spherical-28.8412.6125HNEpCs84.76%
16713PSPristine20Spherical-28.8423.9125HNEpCs79.05%
16714PSPristine20Spherical-28.8436.1125HNEpCs79.52%
16715PSPristine20Spherical-28.8448.2125HNEpCs81.90%
16716PSPristine20Spherical-28.841.3500HNEpCs32.86%
16717PSPristine20Spherical-28.842.2500HNEpCs24.76%
16718PSPristine20Spherical-28.844.1500HNEpCs9.05%
16719PSPristine20Spherical-28.848.3500HNEpCs9.05%
16720PSPristine20Spherical-28.8412.2500HNEpCs9.05%
16721PSPristine20Spherical-28.8424.1500HNEpCs13.33%
16722PSPristine20Spherical-28.8436.3500HNEpCs12.86%
16723PSPristine20Spherical-28.8448.2500HNEpCs42.38%
16724PSPristine20Spherical-28.841.11250HNEpCs41.90%
16725PSPristine20Spherical-28.841.91250HNEpCs40.00%
16726PSPristine20Spherical-28.844.11250HNEpCs34.76%
16727PSPristine20Spherical-28.848.31250HNEpCs34.76%
16728PSPristine20Spherical-28.8412.01250HNEpCs20.95%
16729PSPristine20Spherical-28.8424.11250HNEpCs21.90%
16730PSPristine20Spherical-28.8436.51250HNEpCs24.76%
16731PSPristine20Spherical-28.8448.21250HNEpCs13.81%
16732PSPristine200Spherical-36.781.210HNEpCs98.59%
16733PSPristine200Spherical-36.782.210HNEpCs93.86%
16734PSPristine200Spherical-36.784.310HNEpCs95.77%
16735PSPristine200Spherical-36.788.210HNEpCs92.97%
16736PSPristine200Spherical-36.7812.210HNEpCs98.69%
16737PSPristine200Spherical-36.7824.410HNEpCs94.54%
16738PSPristine200Spherical-36.7836.310HNEpCs95.60%
16739PSPristine200Spherical-36.7848.310HNEpCs98.09%
16740PSPristine200Spherical-36.781.0125HNEpCs95.74%
16741PSPristine200Spherical-36.782.3125HNEpCs93.86%
16742PSPristine200Spherical-36.784.3125HNEpCs96.25%
16743PSPristine200Spherical-36.788.4125HNEpCs97.71%
16744PSPristine200Spherical-36.7812.2125HNEpCs91.59%
16745PSPristine200Spherical-36.7824.1125HNEpCs78.43%
16746PSPristine200Spherical-36.7836.4125HNEpCs91.34%
16747PSPristine200Spherical-36.7848.3125HNEpCs97.14%
16748PSPristine200Spherical-36.781.0500HNEpCs86.27%
16749PSPristine200Spherical-36.782.3500HNEpCs95.28%
16750PSPristine200Spherical-36.784.4500HNEpCs95.78%
16751PSPristine200Spherical-36.788.3500HNEpCs94.87%
16752PSPristine200Spherical-36.7812.4500HNEpCs94.43%
16753PSPristine200Spherical-36.7824.3500HNEpCs97.39%
16754PSPristine200Spherical-36.7836.0500HNEpCs89.44%
16755PSPristine200Spherical-36.7848.4500HNEpCs91.93%
16756PSPristine200Spherical-36.781.21250HNEpCs62.10%
16757PSPristine200Spherical-36.782.41250HNEpCs87.23%
16758PSPristine200Spherical-36.784.51250HNEpCs78.72%
16759PSPristine200Spherical-36.788.31250HNEpCs82.07%
16760PSPristine200Spherical-36.7811.61250HNEpCs83.05%
16761PSPristine200Spherical-36.7824.11250HNEpCs90.75%
16762PSPristine200Spherical-36.7836.41250HNEpCs83.76%
16763PSPristine200Spherical-36.7848.31250HNEpCs82.92%
16764PSPristine500Spherical-34.281.110HNEpCs86.72%
16765PSPristine500Spherical-34.282.010HNEpCs82.45%
16766PSPristine500Spherical-34.284.310HNEpCs95.69%
16767PSPristine500Spherical-34.288.210HNEpCs90.92%
16768PSPristine500Spherical-34.2811.910HNEpCs92.30%
16769PSPristine500Spherical-34.2823.910HNEpCs78.45%
16770PSPristine500Spherical-34.2835.910HNEpCs90.66%
16771PSPristine500Spherical-34.2848.110HNEpCs92.44%
16772PSPristine500Spherical-34.281.0125HNEpCs91.93%
16773PSPristine500Spherical-34.282.3125HNEpCs88.13%
16774PSPristine500Spherical-34.284.5125HNEpCs90.48%
16775PSPristine500Spherical-34.287.8125HNEpCs90.45%
16776PSPristine500Spherical-34.2812.0125HNEpCs97.99%
16777PSPristine500Spherical-34.2823.9125HNEpCs70.86%
16778PSPristine500Spherical-34.2836.1125HNEpCs93.97%
16779PSPristine500Spherical-34.2848.0125HNEpCs86.27%
16780PSPristine500Spherical-34.280.9500HNEpCs74.87%
16781PSPristine500Spherical-34.282.4500HNEpCs74.39%
16782PSPristine500Spherical-34.284.1500HNEpCs83.85%
16783PSPristine500Spherical-34.288.3500HNEpCs73.85%
16784PSPristine500Spherical-34.2811.7500HNEpCs94.68%
16785PSPristine500Spherical-34.2823.9500HNEpCs43.37%
16786PSPristine500Spherical-34.2836.2500HNEpCs33.78%
16787PSPristine500Spherical-34.2848.1500HNEpCs68.74%
16788PSPristine500Spherical-34.281.01250HNEpCs94.30%
16789PSPristine500Spherical-34.281.91250HNEpCs92.40%
16790PSPristine500Spherical-34.284.31250HNEpCs89.53%
16791PSPristine500Spherical-34.288.01250HNEpCs85.23%
16792PSPristine500Spherical-34.2812.11250HNEpCs80.45%
16793PSPristine500Spherical-34.2824.01250HNEpCs74.65%
16794PSPristine500Spherical-34.2836.21250HNEpCs27.62%
16795PSPristine500Spherical-34.2848.31250HNEpCs45.51%
16796PS-NH2Aminated500Spherical-35.341.010HNEpCs92.38%
16797PS-NH2Aminated500Spherical-35.342.010HNEpCs94.29%
16798PS-NH2Aminated500Spherical-35.344.110HNEpCs94.29%
16799PS-NH2Aminated500Spherical-35.348.110HNEpCs95.71%
16800PS-NH2Aminated500Spherical-35.3412.110HNEpCs89.52%
16801PS-NH2Aminated500Spherical-35.3424.010HNEpCs72.86%
16802PS-NH2Aminated500Spherical-35.3435.910HNEpCs77.62%
16803PS-NH2Aminated500Spherical-35.3448.310HNEpCs68.10%
16804PS-NH2Aminated500Spherical-35.340.7125HNEpCs97.14%
16805PS-NH2Aminated500Spherical-35.342.0125HNEpCs93.33%
16806PS-NH2Aminated500Spherical-35.344.0125HNEpCs90.00%
16807PS-NH2Aminated500Spherical-35.348.4125HNEpCs84.76%
16808PS-NH2Aminated500Spherical-35.3412.0125HNEpCs77.14%
16809PS-NH2Aminated500Spherical-35.3423.7125HNEpCs68.10%
16810PS-NH2Aminated500Spherical-35.3436.0125HNEpCs66.19%
16811PS-NH2Aminated500Spherical-35.3448.0125HNEpCs62.38%
16812PS-NH2Aminated500Spherical-35.341.0500HNEpCs98.10%
16813PS-NH2Aminated500Spherical-35.342.1500HNEpCs95.71%
16814PS-NH2Aminated500Spherical-35.344.0500HNEpCs92.86%
16815PS-NH2Aminated500Spherical-35.348.0500HNEpCs95.24%
16816PS-NH2Aminated500Spherical-35.3412.2500HNEpCs78.57%
16817PS-NH2Aminated500Spherical-35.3424.2500HNEpCs57.14%
16818PS-NH2Aminated500Spherical-35.3436.0500HNEpCs67.14%
16819PS-NH2Aminated500Spherical-35.3448.1500HNEpCs51.43%
16820PS-NH2Aminated500Spherical-35.340.71250HNEpCs96.19%
16821PS-NH2Aminated500Spherical-35.342.51250HNEpCs90.48%
16822PS-NH2Aminated500Spherical-35.344.21250HNEpCs88.10%
16823PS-NH2Aminated500Spherical-35.348.21250HNEpCs91.43%
16824PS-NH2Aminated500Spherical-35.3412.21250HNEpCs84.29%
16825PS-NH2Aminated500Spherical-35.3424.21250HNEpCs66.67%
16826PS-NH2Aminated500Spherical-35.3435.61250HNEpCs67.62%
16827PS-NH2Aminated500Spherical-35.3448.01250HNEpCs52.86%
17828PSPristine450Irregular-4424.050THP-182.98%
17829PSPristine450Irregular-4424.0100THP-178.07%
17830PSPristine450Irregular-4424.0150THP-182.13%
17831PSPristine450Irregular-4424.0200THP-171.24%
17832PSPristine450Irregular-4424.0500THP-154.18%
17833PSPristine450Irregular-4448.050THP-165.45%
17834PSPristine450Irregular-4448.0100THP-178.07%
17835PSPristine450Irregular-4448.0150THP-1107.83%
17836PSPristine450Irregular-4448.0200THP-153.52%
17837PSPristine450Irregular-4448.0500THP-139.44%
17838PSPristine450Irregular-4472.050THP-181.41%
17839PSPristine450Irregular-4472.0100THP-189.25%
17840PSPristine450Irregular-4472.0150THP-175.98%
17841PSPristine450Irregular-4472.0200THP-174.46%
17842PSPristine450Irregular-4472.0500THP-156.61%
17843PSPristine450Irregular-4496.050THP-180.07%
17844PSPristine450Irregular-4496.0100THP-184.13%
17845PSPristine450Irregular-4496.0150THP-169.67%
17846PSPristine450Irregular-4496.0200THP-172.53%
17847PSPristine450Irregular-4496.0500THP-153.48%
18848PETPristine700Irregular-5872.025HEK-29391.00%
18849PETPristine700Irregular-5872.050HEK-29393.14%
18850PETPristine700Irregular-5872.0100HEK-29382.18%
18851PETPristine700Irregular-5872.0200HEK-29382.37%
18852PETPristine700Irregular-5872.0400HEK-29361.67%
18853PETPristine700Irregular-5872.025HaCaT100.65%
18854PETPristine700Irregular-5872.050HaCaT91.11%
18855PETPristine700Irregular-5872.0100HaCaT84.22%
18856PETPristine700Irregular-5872.0200HaCaT79.99%
18857PETPristine700Irregular-5872.0400HaCaT88.32%
18858PETPristine700Irregular-5872.025BT-47475.80%
18859PETPristine700Irregular-5872.050BT-47470.15%
18860PETPristine700Irregular-5872.0100BT-47474.05%
18861PETPristine700Irregular-5872.0200BT-47472.12%
18862PETPristine700Irregular-5872.0400BT-47473.55%
18863PETPristine700Irregular-5872.025SK-BR-348.46%
18864PETPristine700Irregular-5872.050SK-BR-331.31%
18865PETPristine700Irregular-5872.0100SK-BR-326.01%
18866PETPristine700Irregular-5872.0200SK-BR-317.00%
18867PETPristine700Irregular-5872.0400SK-BR-315.06%
19868PSPristine50Spherical-43.924.010GES-191.86%
19869PSPristine50Spherical-43.924.020GES-175.32%
19870PSPristine50Spherical-43.924.040GES-174.81%
19871PSPristine50Spherical-43.924.080GES-158.52%
19872PSPristine50Spherical-43.924.0100GES-158.52%
19873PSPristine50Spherical-43.948.010GES-191.09%
19874PSPristine50Spherical-43.948.020GES-161.58%
19875PSPristine50Spherical-43.948.040GES-157.00%
19876PSPristine50Spherical-43.948.080GES-141.48%
19877PSPristine50Spherical-43.948.0100GES-142.75%
19878PSPristine250Spherical-41.924.010GES-192.37%
19879PSPristine250Spherical-41.924.020GES-180.15%
19880PSPristine250Spherical-41.924.040GES-172.01%
19881PSPristine250Spherical-41.924.080GES-158.27%
19882PSPristine250Spherical-41.924.0100GES-159.29%
19883PSPristine250Spherical-41.948.010GES-180.41%
19884PSPristine250Spherical-41.948.020GES-168.70%
19885PSPristine250Spherical-41.948.040GES-154.71%
19886PSPristine250Spherical-41.948.080GES-150.64%
19887PSPristine250Spherical-41.948.0100GES-147.58%
20888PSPristine100Spherical-4.624.00.5RAW264.7100.28%
20889PSPristine100Spherical-4.624.01RAW264.7101.11%
20890PSPristine100Spherical-4.624.02RAW264.7100.76%
20891PSPristine100Spherical-4.624.05RAW264.797.47%
20892PSPristine100Spherical-4.624.010RAW264.798.30%
20893PSPristine100Spherical-4.624.020RAW264.797.75%
20894PSPristine100Spherical-4.624.050RAW264.795.64%
20895PSPristine100Spherical-4.624.0100RAW264.799.02%
20896PS-COOHCarboxylated100Spherical-26.724.00.5RAW264.7103.63%
20897PS-COOHCarboxylated100Spherical-26.724.01RAW264.799.16%
20898PS-COOHCarboxylated100Spherical-26.724.02RAW264.7103.13%
20899PS-COOHCarboxylated100Spherical-26.724.05RAW264.7102.78%
20900PS-COOHCarboxylated100Spherical-26.724.010RAW264.797.33%
20901PS-COOHCarboxylated100Spherical-26.724.020RAW264.794.44%
20902PS-COOHCarboxylated100Spherical-26.724.050RAW264.791.74%
20903PS-COOHCarboxylated100Spherical-26.724.0100RAW264.788.05%
20904PS-NH2Aminated100Spherical29.324.00.5RAW264.7100.51%
20905PS-NH2Aminated100Spherical29.324.01RAW264.797.22%
20906PS-NH2Aminated100Spherical29.324.02RAW264.794.91%
20907PS-NH2Aminated100Spherical29.324.05RAW264.792.60%
20908PS-NH2Aminated100Spherical29.324.010RAW264.780.69%
20909PS-NH2Aminated100Spherical29.324.020RAW264.730.34%
20910PS-NH2Aminated100Spherical29.324.050RAW264.75.67%
20911PS-NH2Aminated100Spherical29.324.0100RAW264.75.91%
21912PSPristine80Spherical12.0100HSPCs89.51%
21913PSPristine80Spherical12.0200HSPCs82.68%
21914PSPristine80Spherical12.0400HSPCs79.21%
21915PSPristine80Spherical12.0600HSPCs75.52%
21916PSPristine80Spherical24.0100HSPCs83.64%
21917PSPristine80Spherical24.0200HSPCs83.52%
21918PSPristine80Spherical24.0400HSPCs77.53%
21919PSPristine80Spherical24.0600HSPCs58.11%
21920PSPristine80Spherical48.0100HSPCs90.77%
21921PSPristine80Spherical48.0200HSPCs74.08%
21922PSPristine80Spherical48.0400HSPCs47.95%
21923PSPristine80Spherical48.0600HSPCs21.61%
22924PSPristine20Spherical31.6324.010A54988.04%
22925PSPristine20Spherical31.6324.020A54968.36%
22926PSPristine20Spherical31.6324.040A54956.38%
22927PSPristine20Spherical-37.124.010A54992.95%
22928PSPristine20Spherical-37.124.020A54980.01%
22929PSPristine20Spherical-37.124.040A54971.39%
22930PSPristine50Spherical-36.3324.040A54987.06%
22931PSPristine50Spherical-36.3324.080A54978.68%
22932PSPristine50Spherical-36.3324.0160A54958.52%
23933PSPristine50Spherical-13.524.05RBL-2H399.43%
23934PSPristine500Spherical-4.624.05RBL-2H395.77%
23935PSPristine5000Spherical-12.524.05RBL-2H392.56%
23936PSPristine50Spherical-13.524.010RBL-2H389.37%
23937PSPristine500Spherical-4.624.01RBL-2H3108.82%
23938PSPristine5000Spherical-12.524.010RBL-2H393.21%
23939PSPristine50Spherical-13.524.050RBL-2H367.20%
23940PSPristine500Spherical-4.624.050RBL-2H386.04%
23941PSPristine5000Spherical-12.524.050RBL-2H386.36%
23942PSPristine50Spherical-13.524.0100RBL-2H359.89%
23943PSPristine500Spherical-4.624.0100RBL-2H379.80%
23944PSPristine5000Spherical-12.524.0100RBL-2H383.64%
23945PSPristine50Spherical-13.524.0200RBL-2H350.58%
23946PSPristine500Spherical-4.624.0200RBL-2H377.09%
23947PSPristine5000Spherical-12.524.0200RBL-2H382.46%
24948PSPristine100Spherical-3024.010AML1293.34%
24949PSPristine100Spherical-3024.030AML1290.70%
24950PSPristine100Spherical-3024.050AML1272.35%
24951PSPristine100Spherical-3024.0100AML1257.51%
24952PSPristine100Spherical-3024.0150AML1245.66%
24953PSPristine100Spherical-3024.0200AML1234.89%
24954PSPristine100Spherical-3024.0300AML1220.32%
24955PSPristine100Spherical-3024.010Hepa1-696.23%
24956PSPristine100Spherical-3024.030Hepa1-694.13%
24957PSPristine100Spherical-3024.050Hepa1-688.78%
24958PSPristine100Spherical-3024.0100Hepa1-676.39%
24959PSPristine100Spherical-3024.0150Hepa1-663.72%
24960PSPristine100Spherical-3024.0200Hepa1-652.41%
24961PSPristine100Spherical-3024.0300Hepa1-634.05%
24962PSPristine100Spherical-3024.010HepG2101.56%
24963PSPristine100Spherical-3024.030HepG2101.36%
24964PSPristine100Spherical-3024.050HepG297.64%
24965PSPristine100Spherical-3024.0100HepG285.51%
24966PSPristine100Spherical-3024.0150HepG272.57%
24967PSPristine100Spherical-3024.0200HepG249.34%
24968PSPristine100Spherical-3024.0300HepG224.21%
25969PSPristine20Spherical-35.724.0250Chlorella vulgaris63.42%
25970PSPristine20Spherical-35.748.0250Chlorella vulgaris40.86%
25971PSPristine20Spherical-35.772.0250Chlorella vulgaris45.53%
25972PSPristine20Spherical-35.7336.0250Chlorella vulgaris60.70%
25973PSPristine20Spherical-35.7672.0250Chlorella vulgaris61.67%
25974PSPristine20Spherical-35.7912.0250Chlorella vulgaris9.73%
25975PS-COOHCarboxylated20Spherical-44.524.0250Chlorella vulgaris55.64%
25976PS-COOHCarboxylated20Spherical-44.548.0250Chlorella vulgaris33.07%
25977PS-COOHCarboxylated20Spherical-44.572.0250Chlorella vulgaris48.25%
25978PS-COOHCarboxylated20Spherical-44.5336.0250Chlorella vulgaris69.46%
25979PS-COOHCarboxylated20Spherical-44.5672.0250Chlorella vulgaris76.65%
25980PS-COOHCarboxylated20Spherical-44.5912.0250Chlorella vulgaris65.56%
25981PSPristine50Spherical-40.124.0250Chlorella vulgaris29.18%
25982PSPristine50Spherical-40.148.0250Chlorella vulgaris24.90%
25983PSPristine50Spherical-40.172.0250Chlorella vulgaris23.54%
25984PSPristine50Spherical-40.1336.0250Chlorella vulgaris52.92%
25985PSPristine50Spherical-40.1672.0250Chlorella vulgaris72.37%
25986PSPristine50Spherical-40.1912.0250Chlorella vulgaris49.22%
25987PS-COOHCarboxylated50Spherical-44.124.0250Chlorella vulgaris71.21%
25988PS-COOHCarboxylated50Spherical-44.148.0250Chlorella vulgaris75.49%
25989PS-COOHCarboxylated50Spherical-44.172.0250Chlorella vulgaris67.32%
25990PS-COOHCarboxylated50Spherical-44.1336.0250Chlorella vulgaris67.32%
25991PS-COOHCarboxylated50Spherical-44.1672.0250Chlorella vulgaris79.38%
25992PS-COOHCarboxylated50Spherical-44.1912.0250Chlorella vulgaris61.09%
25993PSPristine500Spherical-47.324.0250Chlorella vulgaris67.32%
25994PSPristine500Spherical-47.348.0250Chlorella vulgaris80.35%
25995PSPristine500Spherical-47.372.0250Chlorella vulgaris81.32%
25996PSPristine500Spherical-47.3336.0250Chlorella vulgaris78.21%
25997PSPristine500Spherical-47.3672.0250Chlorella vulgaris85.41%
25998PSPristine500Spherical-47.3912.0250Chlorella vulgaris77.04%
25999PS-COOHCarboxylated500Spherical-4924.0250Chlorella vulgaris86.58%
251000PS-COOHCarboxylated500Spherical-4948.0250Chlorella vulgaris82.10%
251001PS-COOHCarboxylated500Spherical-4972.0250Chlorella vulgaris72.96%
251002PS-COOHCarboxylated500Spherical-49336.0250Chlorella vulgaris81.32%
251003PS-COOHCarboxylated500Spherical-49672.0250Chlorella vulgaris85.60%
251004PS-COOHCarboxylated500Spherical-49912.0250Chlorella vulgaris68.68%
261005PSPristine50Spherical-43.2724.03.125LO298.13%
261006PSPristine50Spherical-43.2724.06.25LO292.53%
261007PSPristine50Spherical-43.2724.012.5LO284.80%
261008PSPristine50Spherical-43.2724.025LO278.13%
261009PSPristine50Spherical-43.2724.050LO272.00%
261010PSPristine100Spherical-30.6324.03.125LO294.40%
261011PSPristine100Spherical-30.6324.06.25LO292.27%
261012PSPristine100Spherical-30.6324.012.5LO290.40%
261013PSPristine100Spherical-30.6324.025LO288.53%
261014PSPristine100Spherical-30.6324.050LO285.33%
261015PSPristine200Spherical-29.8724.03.125LO298.67%
261016PSPristine200Spherical-29.8724.06.25LO293.87%
261017PSPristine200Spherical-29.8724.012.5LO287.20%
261018PSPristine200Spherical-29.8724.025LO282.93%
261019PSPristine200Spherical-29.8724.050LO280.80%
271020PSPristine20Spherical36.412.05Splenocytes69.87%
271021PSPristine20Spherical36.412.010Splenocytes35.36%
271022PSPristine20Spherical36.412.020Splenocytes28.97%
271023PSPristine20Spherical36.412.040Splenocytes22.57%
271024PSPristine20Spherical36.412.080Splenocytes13.26%
271025PSPristine20Spherical36.412.0160Splenocytes9.16%
271026PSPristine20Spherical-34.612.05Splenocytes93.95%
271027PSPristine20Spherical-34.612.010Splenocytes96.75%
271028PSPristine20Spherical-34.612.020Splenocytes95.97%
271029PSPristine20Spherical-34.612.040Splenocytes72.63%
271030PSPristine20Spherical-34.612.080Splenocytes60.89%
271031PSPristine20Spherical-34.612.0160Splenocytes57.58%
271032PSPristine20Spherical-23.612.05Splenocytes99.84%
271033PSPristine20Spherical-23.612.010Splenocytes96.33%
271034PSPristine20Spherical-23.612.020Splenocytes91.49%
271035PSPristine20Spherical-23.612.040Splenocytes84.63%
271036PSPristine20Spherical-23.612.080Splenocytes76.65%
271037PSPristine20Spherical-23.612.0160Splenocytes70.24%
271038PSPristine50Spherical-2812.025Splenocytes91.23%
271039PSPristine50Spherical-2812.050Splenocytes87.51%
271040PSPristine50Spherical-2812.0100Splenocytes84.42%
271041PSPristine50Spherical-2812.0200Splenocytes81.75%
271042PSPristine50Spherical-2812.0400Splenocytes63.11%
271043PSPristine50Spherical-2812.0800Splenocytes61.70%
281044PSPristine20Spherical-19.624.01Caco-2101.20%
281045PSPristine20Spherical-19.624.010Caco-2105.26%
281046PSPristine20Spherical-19.624.0100Caco-2107.02%
281047PSPristine20Spherical-19.624.0200Caco-2110.50%
281048PSPristine20Spherical-19.624.0400Caco-2109.09%
281049PSPristine20Spherical-19.624.0800Caco-2109.12%
281050PSPristine20Spherical-19.624.01000Caco-2112.31%
281051PSPristine20Spherical-19.624.01200Caco-2100.52%
281052PSPristine20Spherical-19.624.01600Caco-274.90%
281053PSPristine20Spherical-19.624.02000Caco-248.70%
281054PSPristine20Spherical-19.648.01Caco-2101.20%
281055PSPristine20Spherical-19.648.010Caco-299.21%
281056PSPristine20Spherical-19.648.0100Caco-2100.97%
281057PSPristine20Spherical-19.648.0200Caco-2109.93%
281058PSPristine20Spherical-19.648.0400Caco-2111.10%
281059PSPristine20Spherical-19.648.0800Caco-2112.28%
281060PSPristine20Spherical-19.648.01000Caco-294.16%
281061PSPristine20Spherical-19.648.01200Caco-275.45%
281062PSPristine20Spherical-19.648.01600Caco-229.95%
281063PSPristine20Spherical-19.648.02000Caco-26.34%
281064PSPristine20Spherical-19.624.01HT-29104.27%
281065PSPristine20Spherical-19.624.010HT-29107.46%
281066PSPristine20Spherical-19.624.0100HT-29105.19%
281067PSPristine20Spherical-19.624.0200HT-29103.19%
281068PSPristine20Spherical-19.624.0400HT-29107.83%
281069PSPristine20Spherical-19.624.0800HT-2996.04%
281070PSPristine20Spherical-19.624.01000HT-2996.94%
281071PSPristine20Spherical-19.624.01200HT-2989.47%
281072PSPristine20Spherical-19.624.01600HT-2942.52%
281073PSPristine20Spherical-19.624.02000HT-292.78%
281074PSPristine20Spherical-19.648.01HT-2997.06%
281075PSPristine20Spherical-19.648.010HT-2995.65%
281076PSPristine20Spherical-19.648.0100HT-2995.96%
281077PSPristine20Spherical-19.648.0200HT-2995.41%
281078PSPristine20Spherical-19.648.0400HT-2990.54%
281079PSPristine20Spherical-19.648.0800HT-2983.94%
281080PSPristine20Spherical-19.648.01000HT-2956.59%
281081PSPristine20Spherical-19.648.01200HT-2935.00%
281082PSPristine20Spherical-19.648.01600HT-292.18%
281083PSPristine20Spherical-19.648.02000HT-29-0.10%
281084PSPristine200Spherical-21.724.01Caco-291.98%
281085PSPristine200Spherical-21.724.010Caco-292.26%
281086PSPristine200Spherical-21.724.0100Caco-291.40%
281087PSPristine200Spherical-21.724.0200Caco-2103.44%
281088PSPristine200Spherical-21.724.0400Caco-2115.76%
281089PSPristine200Spherical-21.724.0800Caco-2110.32%
281090PSPristine200Spherical-21.724.01000Caco-2113.47%
281091PSPristine200Spherical-21.724.01200Caco-294.56%
281092PSPristine200Spherical-21.724.01600Caco-296.85%
281093PSPristine200Spherical-21.724.02000Caco-2103.44%
281094PSPristine200Spherical-21.748.01Caco-2104.30%
281095PSPristine200Spherical-21.748.010Caco-2101.43%
281096PSPristine200Spherical-21.748.0100Caco-2101.43%
281097PSPristine200Spherical-21.748.0200Caco-299.43%
281098PSPristine200Spherical-21.748.0400Caco-2105.73%
281099PSPristine200Spherical-21.748.0800Caco-2115.19%
281100PSPristine200Spherical-21.748.01000Caco-2113.75%
281101PSPristine200Spherical-21.748.01200Caco-2104.30%
281102PSPristine200Spherical-21.748.01600Caco-2103.73%
281103PSPristine200Spherical-21.748.02000Caco-289.68%
281104PSPristine200Spherical-21.724.01HT-29100.00%
281105PSPristine200Spherical-21.724.010HT-2993.98%
281106PSPristine200Spherical-21.724.0100HT-2989.11%
281107PSPristine200Spherical-21.724.0200HT-2999.43%
281108PSPristine200Spherical-21.724.0400HT-2993.41%
281109PSPristine200Spherical-21.724.0800HT-29103.44%
281110PSPristine200Spherical-21.724.01000HT-29103.44%
281111PSPristine200Spherical-21.724.01200HT-29101.43%
281112PSPristine200Spherical-21.724.01600HT-2997.99%
281113PSPristine200Spherical-21.724.02000HT-2999.14%
281114PSPristine200Spherical-21.748.01HT-29106.02%
281115PSPristine200Spherical-21.748.010HT-29103.15%
281116PSPristine200Spherical-21.748.0100HT-29103.15%
281117PSPristine200Spherical-21.748.0200HT-29101.15%
281118PSPristine200Spherical-21.748.0400HT-29101.43%
281119PSPristine200Spherical-21.748.0800HT-2994.27%
281120PSPristine200Spherical-21.748.01000HT-2998.28%
281121PSPristine200Spherical-21.748.01200HT-2995.13%
281122PSPristine200Spherical-21.748.01600HT-2998.85%
281123PSPristine200Spherical-21.748.02000HT-2984.24%
281124PSPristine2000Spherical-42.524.01Caco-296.67%
281125PSPristine2000Spherical-42.524.010Caco-2107.44%
281126PSPristine2000Spherical-42.524.0100Caco-2108.10%
281127PSPristine2000Spherical-42.524.0200Caco-2106.16%
281128PSPristine2000Spherical-42.524.0400Caco-2105.66%
281129PSPristine2000Spherical-42.524.0800Caco-2110.95%
281130PSPristine2000Spherical-42.524.01000Caco-2109.00%
281131PSPristine2000Spherical-42.524.01200Caco-2114.00%
281132PSPristine2000Spherical-42.524.01600Caco-2108.01%
281133PSPristine2000Spherical-42.524.02000Caco-2102.03%
281134PSPristine2000Spherical-42.548.01Caco-2102.74%
281135PSPristine2000Spherical-42.548.010Caco-2111.20%
281136PSPristine2000Spherical-42.548.0100Caco-2107.81%
281137PSPristine2000Spherical-42.548.0200Caco-2109.34%
281138PSPristine2000Spherical-42.548.0400Caco-2103.35%
281139PSPristine2000Spherical-42.548.0800Caco-2105.45%
281140PSPristine2000Spherical-42.548.01000Caco-2104.67%
281141PSPristine2000Spherical-42.548.01200Caco-2103.60%
281142PSPristine2000Spherical-42.548.01600Caco-2103.39%
281143PSPristine2000Spherical-42.548.02000Caco-292.78%
281144PSPristine2000Spherical-42.524.01HT-29100.69%
281145PSPristine2000Spherical-42.524.010HT-2999.62%
281146PSPristine2000Spherical-42.524.0100HT-29100.57%
281147PSPristine2000Spherical-42.524.0200HT-29101.80%
281148PSPristine2000Spherical-42.524.0400HT-29109.98%
281149PSPristine2000Spherical-42.524.0800HT-2999.36%
281150PSPristine2000Spherical-42.524.01000HT-2999.45%
281151PSPristine2000Spherical-42.524.01200HT-2999.81%
281152PSPristine2000Spherical-42.524.01600HT-29105.97%
281153PSPristine2000Spherical-42.524.02000HT-29103.74%
281154PSPristine2000Spherical-42.548.01HT-29107.05%
281155PSPristine2000Spherical-42.548.010HT-29108.58%
281156PSPristine2000Spherical-42.548.0100HT-29110.40%
281157PSPristine2000Spherical-42.548.0200HT-29109.90%
281158PSPristine2000Spherical-42.548.0400HT-29105.06%
281159PSPristine2000Spherical-42.548.0800HT-29104.56%
281160PSPristine2000Spherical-42.548.01000HT-29103.78%
281161PSPristine2000Spherical-42.548.01200HT-29103.28%
281162PSPristine2000Spherical-42.548.01600HT-2998.45%
281163PSPristine2000Spherical-42.548.02000HT-2988.13%
291164PSPristine20Spherical-10.112.06.25HepG298.47%
291165PSPristine20Spherical-10.124.06.25HepG294.55%
291166PSPristine20Spherical-10.112.012.5HepG2100.12%
291167PSPristine20Spherical-10.124.012.5HepG284.98%
291168PSPristine20Spherical-10.112.025HepG298.11%
291169PSPristine20Spherical-10.124.025HepG275.90%
291170PSPristine20Spherical-10.112.050HepG294.64%
291171PSPristine20Spherical-10.124.050HepG272.18%
291172PSPristine20Spherical-10.112.06.25LO297.60%
291173PSPristine20Spherical-10.124.06.25LO2100.15%
291174PSPristine20Spherical-10.112.012.5LO299.88%
291175PSPristine20Spherical-10.124.012.5LO291.45%
291176PSPristine20Spherical-10.112.025LO292.35%
291177PSPristine20Spherical-10.124.025LO288.83%
291178PSPristine20Spherical-10.112.050LO289.96%
291179PSPristine20Spherical-10.124.050LO272.19%
301180PSPristine20Spherical24.05HKC103.65%
301181PSPristine80Spherical24.010HKC97.61%
301182PSPristine80Spherical24.020HKC98.50%
301183PSPristine80Spherical24.040HKC94.30%
301184PSPristine80Spherical24.080HKC79.46%
301185PSPristine80Spherical24.0100HKC72.72%
301186PSPristine80Spherical24.0300HKC51.39%
301187PSPristine80Spherical24.05HL7702108.87%
301188PSPristine80Spherical24.010HL7702106.75%
301189PSPristine80Spherical24.020HL7702102.56%
301190PSPristine80Spherical24.040HL770298.13%
301191PSPristine80Spherical24.080HL770286.29%
301192PSPristine80Spherical24.0100HL770285.57%
301193PSPristine80Spherical24.0300HL770243.41%

表2 Source

Article IDSourceReference DOIBiological modelfuture
1Tianjin Baseline ChromTech Research Centre (Tianjin, China)https://www.sciencedirect.com/science/article/pii/S0304389421010566Caco-2Surface functionalization,Exposure time,Concentration
2Shanghai Macklin Biochemical Co., Ltd. (Shanghai, China)https://www.sciencedirect.com/science/article/pii/S0048969724008039HepG2Polymer type,Concentration
3Huge-Biotechnology Company (Shanghai, China)https://www.sciencedirect.com/science/article/pii/S1018364724004178NRK52E,HUVECs,Concentration
4the DK Nano Tech (Beijing, China)https://www.sciencedirect.com/science/article/pii/S0048969720316934HepG2Surface functionalization,Concentration
5(Sigma-Aldrich, Germany)https://www.sciencedirect.com/science/article/pii/S0048969723001274Caco-2,HT-29Concentration
6Huge Bio-technology Co., Ltd. (Shanghai, China)https://www.sciencedirect.com/science/article/pii/S0045653523008123293T,LO2Size,Concentration
7Spherotech Inc. (Chicago, USA)https://www.sciencedirect.com/science/article/pii/S0045653523006276Raji-B,THP-1,TK6Size,Concentration
8Beijing Zhongkeleiming Technology Company (Beijing, China)https://www.sciencedirect.com/science/article/pii/S0043135422009071JEG-3Surface functionalization,Size,Concentration
9Huge Biotechnology Co., Ltd. (Shanghai, Chinahttps://www.sciencedirect.com/science/article/pii/S0147651321001524A549Concentration
10Zhongxin Plastics Co., Ltd. (Shanghai, China)https://www.sciencedirect.com/science/article/pii/S0160412022001039A549Concentration
11Cospheric LLC (Santa Barbara, CA, USA)https://www.sciencedirect.com/science/article/pii/S026974912401724XKATOIII,MKN-1,THP-1,HCT116,HT-29,A549,HaCaT,HepG2,U251MGShape,Biological model,Concentration
12Distrilab, Netherlandshttps://www.sciencedirect.com/science/article/pii/S1382668923002405HT-29,N9Exposure time,Concentration
13Nanocs Inc. (New York City, NY, USA)https://www.sciencedirect.com/science/article/pii/S0048969724033837HUVECsSurface functionalization,Exposure time
14Zhongkeleiming Technology, Beijing, Chinahttps://www.sciencedirect.com/science/article/pii/S0269749124009539HL7702Size,Concentration
15Shanghai Huge Biotechnology Co. Ltd., Chinahttps://www.sciencedirect.com/science/article/pii/S153204562400142XBrine shrimpSurface functionalization,Concentration,Exposure time
16Macklin Biochemical Co, Ltd (Shanghai, China)https://www.sciencedirect.com/science/article/pii/S0045653522025863HNEpCsSurface functionalization,Concentration,Exposure time
17Polysciences (Polysciences Europre GmbH, Eppenheim, Germany- Cat.no.18544–100)https://www.sciencedirect.com/science/article/pii/S0300483X22002979
18https://www.sciencedirect.com/science/article/pii/S0887233323000814
19Janus New-Materials Co., Ltd. (Nanjing, China)https://www.sciencedirect.com/science/article/pii/S0048969723078580
20Goose Technology (Tianjin, China)https://www.sciencedirect.com/science/article/pii/S0147651323000787
21the Tianjin Bestra Chromatography Technology Development Centerhttps://www.sciencedirect.com/science/article/pii/S0278691523002193
22Shanghai Huge Biotechnology corporation (Shanghai, China)https://www.sciencedirect.com/science/article/pii/S0304389422002734
23Shanghai Zhenzhun Biotechnology Co., Ltd. (Shanghai, China)https://www.sciencedirect.com/science/article/pii/S0304389422013437
24Ruige Scientific (China)https://www.sciencedirect.com/science/article/pii/S030438942201295X
25Bangs Laboratories, Germanyhttps://www.sciencedirect.com/science/article/pii/S0025326X20303969
26Beijing Dk Nano Technology Companyhttps://www.sciencedirect.com/science/article/pii/S0304389424014572
27Beijing Vital River Laboratory Animal Technology (Beijing, China)https://www.sciencedirect.com/science/article/pii/S0304389421024766
28Thermo Fisher Scientific (Bradford, CT, USA)https://www.sciencedirect.com/science/article/pii/S0269749123008102
29Janus New-Materials Co. (Nanjing, China)https://www.sciencedirect.com/science/article/pii/S1382668924000255
30BaseLine ChromTech Research Centre (Tianjin, China)https://www.sciencedirect.com/science/article/pii/S0160412022002768

表3 Description

Variavle_nameDescription
Caco-2人克隆结肠腺癌细胞
HepG2肝癌组织细胞
NRK52E大鼠肾细胞
HUVECs人脐静脉内皮细胞
HT-29人类结肠癌细胞系。
293T人肾上皮细胞系
LO2人正常肝细胞
N9小鼠脑细胞
U251MG人类星型胶质细胞瘤
HaCaT人皮肤角质形成细胞
A549人非小细胞肺癌细胞系
AML12小鼠正常肝细胞
Brine shrimp卤虫
BT-474人乳腺导管癌细胞
GES-1人胃粘膜上皮细胞
HUVECs人脐静脉内皮细胞
Chlorella vulgaris小球藻
HCT116人结直肠腺癌细胞
HEK293人胚胎肾细胞293
Hepa1-6小鼠肝癌细胞
HKC人肾小管上皮细胞
HL7702人肝细胞
HNEpCs原代人鼻上皮细胞
HSPCs造血干祖细胞
JEG-3人绒毛膜癌细胞
KATOIII人胃癌细胞
MKN-1人胃癌细胞
Raji-BB淋巴细胞
RAW 264.7小鼠单核巨噬细胞白血病细胞
RBL-2H3大鼠嗜碱性白血病细胞
SK-BR-3人乳腺癌细胞
Splenocytes脾细胞
THP-1人单核细胞白血病细胞
TK6人成淋巴TK6细胞

二、建立数据集

1. 确定好数据集上所需要的特征

参考Combining machine learning with meta-analysis for predicting cytotoxicity附件提供的数据集表格上的特征分类。

列出以下特征:

  • Polymer type
  • Surface functionalization
  • Size(nm)
  • Shape
  • Zeta potential (mV) in distilled water
  • Exposure time(h)
  • Concentration of NPs(ug/mL)
  • Survival rate(%)

相较于参考文献

  1. 取消了通过N/P判断是否有细胞毒性的特征分类,而是使用细胞存活率的特征来间接判断细胞毒性。
  2. 删去了Source和Reference DOI,使表格更加清晰整洁,并在表2注明来源和文献

于是在excel表格中设置三个表,分别是

  • Dataset 记录文献研究的各个特征数据
  • Source 记录NPs来源,文献链接,生物模型,以及对应文献研究特点
  • Description 描述数据意思

2. 查找文献

检索关键词

  1. toxicity,nanoplastics,caco-2
  2. toxicity,nanoplastics,human,zeta
  3. toxicity,nanoplastics,cellular viability
  4. toxicity,microplastics,cell viability,human
  5. toxicity,microplastics,cell viability,shape

3. 在文献上查找需要的特征

接下来以Systematic toxicity evaluation of polystyrene nanoplastics on mice and molecular mechanism investigation about their internalization into Caco-2 cells为例。
主要采取两种方法

  1. 看文章目录,有写Materials and methods
  • 在2.2. Characterization of PS NPs介绍NPs来源于Tianjin Baseline ChromTech Research Centre (Tianjin, China),并且大小都是100nm,
  1. ctrl+F去索引关键词
  • 检索shape,可以看到在3.1. Characteristics of PS NPs中提到使用电子显微镜测定了NPs的形状和大小,几乎所有颗粒都是完美的球形。
  • 检索zeta,可以看到在Fig. 1(D)中测量了NPs的zeta电位

4. 使用plot_digitizer提取

3.4. Cytotoxicity assessment of NPs in vitro这部分内容实验得出不同浓度、不同暴露时间细胞存活的数量情况的柱状图。 至此,该文献的所有特征都得到了,使用plot_digitizer提取柱状图数据,因为柱状图统计的是细胞存活的数量情况,在表格多计算一步,得到细胞的存活率。

5. 将数据填入表中

在查找特征的时候就可以将相同特征先填入表中,最后根据柱状图就可以将剩下的不同的特征填入。

三、未来工作计划

  1. 继续扩充数据集,计划最终总计引入30篇文献数据(2days)
  2. 开始着手写报告(2days)
  3. 学习各类大模型(2days)

项目研究背景

1. 对免疫系统危害

https://www.sciencedirect.com/science/article/pii/S0045653523006276

2. 对消化道危害

https://www.sciencedirect.com/science/article/pii/S0048969723001274

3. 对呼吸道危害

https://www.sciencedirect.com/science/article/pii/S0045653522025863

4. 不规则形状

https://www.sciencedirect.com/science/article/pii/S026974912401724X

5. QSAR模型预测毒理特性

https://www.sciencedirect.com/science/article/pii/S0300483X24001999

6. 多种机器学习模型预测不同类群的化学危害

https://www.sciencedirect.com/science/article/pii/S0160412022001106

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